Stars
Lesson files used in the Machine Learning foR Psychologists
A quarto extension for creating APA7 documents in .docx, .html, and .pdf formats
TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)
The repo for Introduction to NFL Analytics with R (published with CRC Press)
an R package for structural equation modeling and more
Comprehensive database of ratings for 11k news domains
A Python implementation of active inference for Markov Decision Processes
An R package for the Quantitative Analysis of Textual Data
Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
CooRTweet: Coordinated Networks Detection on Social Media | Detects a variety of coordinated actions on social media and outputs the network of coordinated users along with related information.
van der Vegt, I., Mozes, M., Kleinberg, B. & Gill, P.(2021). The Grievance Dictionary: Understanding Threatening Language Use. Behavior Research Methods.
Repository for our ACL 2020 paper "Learning and Evaluating Emotion Lexicons for 91 Languages"
High-coverage and high-precision lexica of terms annotated with emotion scores for English and Italian.
Experiments for automated personality detection using Language Models and psycholinguistic features on various famous personality datasets including the Essays dataset (Big-Five)
A data package containing lexicons and dictionaries for text analysis
An R package for the extraction of sentiment and sentiment-based plot arcs from text
An implementation of the simple Good Turing smoothing algorithm in Python using NumPy
This is a dataset of the all-time top 1,000 posts, from the top 2,500 subreddits by subscribers, pulled from reddit between August 15–20, 2013.
A minimalistic R wrapper for the Reddit API
A random-forest-based approach for imputing clustered incomplete data
R package that helps create and export ggplot2 charts in the style used by the BBC News data team
Workshop on Learning and Applying Large Language Models for Social Science Research
Dictionary based sentiment analysis that considers valence shifters
Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings
This repository contains EmoBank, a large-scale text corpus manually annotated with emotion according to the psychological Valence-Arousal-Dominance scheme.