Human-centered ML & computational social science. I eat bagels and occasionally emit code.
Latest Project & Blog Posts
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Using good ol' PGP to make password-protected posts on gh-pages.
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How appropriate are different tasks for machines? A human-centered approach. [arXiv:1902.03245].
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Network analysis of books: code generalized, cleaned, and released.
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Analyzing David Foster Wallace's Infinite Jest as a character-interaction network.
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An interactive visualization of data from Mozilla's 2017 Internet Future of Connectivity Survey.
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Using unsupervised learning to recognize common types of student mistakes and misconceptions in grade school-level math problems.