Nicholas Duran's Projects
Python library for extracting quantitative, reproducible metrics of multi-level alignment between two speakers in naturalistic language corpora.
Sample code and data for conducting analyses to evaluate multi-modal coordination during interpersonal deception. Code written for MATLAB and R.
A wrapper for the crqa R library to do analysis of text dynamics
Data Science Course in a Box
R source code for replicating results reported in manuscript. Code written in R. Data accessible by permission.
Companion R package to Data Science Course in a Box
Code for preparing and analyzing complete dataset for replicating results reported in "The Action Dynamics of Native and Non-native Speakers of English in Processing Active and Passive Sentences" (Crossley, Duran, Kim, Lester, & Clark, 2018; Linguistic Approaches to Bilingualism). Code written in Python, Matlab, and R.
Code and subset of data for "An exploratory analysis of emotion dynamics between mothers and adolescents during conflict discussions" (Main, Paxton, & Dale, accepted, Emotion).
GONN (good ole neural network models) for topiCS paper on perspective-taking
A demonstration of tracking x,y cursor position on an HTML5 canvas object
General Matlab and R code to run trajectory analysis on x,y coordinates with corresponding time stamp
Process and Analyze Mouse-Tracking Data
Examples and guides for using the OpenAI API
Automated feature extraction in Python
Statistical tutorial and complete dataset for replicating results reported in "The Hidden Appeal and Aversion to Political Conspiracies as Revealed in the Response Dynamics of Partisans" (Duran, Nicholson, & Dale, accepted, JESP). Code written in R.
Code and data for "Social and configural effects on the cognitive dynamics of perspective-taking" (Galati, Dale, & Duran).
Python 3 library for managing, annotating, and converting natural language corpuses using popular formats (CoNLL, ELAN, Praat, CSV, JSON, SQLite, VTT, Audacity, TTL, TIG, ISF, etc.)
Pythonic module for speech recognition using the Google Speech Recognition API.
Official repo for the #tidytuesday project