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Johnny Ma's Projects

ao3scraper icon ao3scraper

A Python scraper for getting fan fiction content and metadata from Archive of Our Own.

datasciencecourse icon datasciencecourse

This holds iPython notebooks and lecture slides for the Intro to Data Science Master's course I teach at NYU.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

letterboxd icon letterboxd

Two papers using user-time film behavior data scraped from Letterboxd.com

mp-edit icon mp-edit

Minimal Pair Edits for Counterfactual Generation

netflix-to-srt icon netflix-to-srt

Rip, extract and convert subtitles to .srt closed captions from .xml/dfxp/ttml and .vtt/WebVTT (e.g. netflix)

post45screenplays icon post45screenplays

Post45 Data Development Grant to obtain Oscar-winning and community developed screenplays.

predicting-comic-end icon predicting-comic-end

Predicting the end of comics serialized in weekly shonen jump, one of the most popular comic magazines in Japan.

restory icon restory

Reordering Stories to change meaning or intent.

shonenjump icon shonenjump

Analysis of Weekly Shลnen Jump manga, correlate content with WSJ rankings.

stand-up_identity icon stand-up_identity

NLP and audio analysis on stand-up routines from Netflix. Focused on the relationship between comedian identity (race, gender) and identity based jokes, with audience laughter as the main metric.

youtube-dl icon youtube-dl

Command-line program to download videos from YouTube.com and other video sites

ywy3 icon ywy3

Youth With You Season 3 Rankings mirror

ywys3 icon ywys3

Interactive Ranking Chart for iQiyi's Youth With You Season 3

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