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QAC Projects

An online portfolio of projects by students affiliated with the Wesleyan University Quantitative Analysis Center.

http://qacprojects.wesleyan.edu/

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PAGE TITLE
QAC Projects | qacprojects.wesleyan.edu Reviews
<META>
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An online portfolio of projects by students affiliated with the Wesleyan University Quantitative Analysis Center.
<META>
KEYWORDS
1 qac projects
2 data visualizations
3 visualizing wesmaps
4 twitter project
5 the duckpond
6 coming very soon
7 presentations
8 ggplot2
9 googlevis
10 2014 wesleyan university
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qac projects,data visualizations,visualizing wesmaps,twitter project,the duckpond,coming very soon,presentations,ggplot2,googlevis,2014 wesleyan university
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QAC Projects | qacprojects.wesleyan.edu Reviews

https://qacprojects.wesleyan.edu

An online portfolio of projects by students affiliated with the Wesleyan University Quantitative Analysis Center.

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qacprojects.wesleyan.edu qacprojects.wesleyan.edu
1

QAC Projects

http://qacprojects.wesleyan.edu/visualizations/twitter-project.html

Mansoor Alam and Ross Petchler / Updated Jan 2015. These Tweets are collected from the Twitter Streaming API using tweepy. Stored in MySQL, manipulated using pandas. And visualized using D3. This line chart shows how the volume of Tweets sent by members of Congress changes over time. Use the grey buttons to change the aggregation period and the small chart to change the date range. Scroll over the line in the large chart for frequency data. All timestamps are in Eastern Daylight Time.

2

QAC Projects

http://qacprojects.wesleyan.edu/visualizations/visualizing-wesmaps.html

Ross Petchler / 15 May 2013. Wesleyan’s online course catalog, is essentially a directed network in which courses correspond to nodes, departments correspond to node-level attributes, and course prerequisites correspond to directed edges. I created the following chord diagram in order to visualize the 2013–2014 WesMaps catalog. Note that some departments and programs (such as History) do not appear on this diagram because none of their courses have any prerequisites. And CSV file of department codes.

3

An Introduction to googleVis

http://qacprojects.wesleyan.edu/presentations/googleVis.html

Provides an interface between R and the Google Visualization API. Creates interactive charts based on R data frames. Requires an Internet connection and Adobe Flash. For usage restrictions, consult the Google APIs Terms and Conditions. Plottitle - Student's Sleep Data: The Effects of Two Soporific Drugs. Title = plot.title ,. HAxis = {title:'Change in Hours of Sleep'}. VAxis = {title:'Patient ID'}. Plotdata - women plot.title - Average Heights and Weights for American Women, Ages 30 to 39.

4

An Introduction to ggplot2

http://qacprojects.wesleyan.edu/presentations/ggplot2.html

An Introduction To ggplot2. Approaches to Graphing in R. Data = iris ,. Approaches to Graphing in R. Base Graphics and Lattice. Can only draw on top of the plot; cannot modify or delete existing content. No user-accessible representation of graphics, apart from their appearance. Functions are fast and powerful, but inflexible. Conceptual rather than procedural approach to graphing. More closely aligned with how viewers perceive graphs. The Grammar of Graphics. Ggplot2: Elegant Graphics for Data Analysis.

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QAC Projects

Visualizing WesMaps as a network of departments and course prerequisites. Analyzing keyword frequencies, volumes, sources, hashtags, and links on Twitter. Students affiliated with the Quantitative Analysis Center periodically give talks on topics such as statistical computing, data visualization, applications of data analysis to academic disciplines. Select presentations are archived below. Some may contain deprecated code, but they remain useful resources. These presentations were made using Deck.js.

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