Paride Carrara's repositories
academictwitteR
Repo for academictwitteR package to query the Twitter Academic Research Product Track v2 API endpoint.
flexdashboard
Easy interactive dashboards for R
contextualized-topic-models
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
DataEditR
An Interactive R Package for Viewing, Entering Filtering and Editing Data
EmbeddingRegression
Repository for paper "Embedding Regression: Models for Context-Specific Description and Inference"
facebook-scraper
Scrape Facebook public pages without an API key
GeneralisedPoliticalScaling
A Generalised Approach to Scaling Political Actors with Embedding Representations
layout-parser
A Unified Toolkit for Deep Learning Based Document Image Analysis
MiMac_taxes
Reproducibility files for the paper "We will reduce taxes - Identifying Election Pledges with Language Models"
partyembed
Scripts to fit and explore word embedding models augmented with political metadata.
partyfactsdata
Party Facts data import
peRspective
An R wrapper for Conversation AI's Perspective API
quanteda
An R package for the Quantitative Analysis of Textual Data
redguards
This is a designed package for replicating the estimates and findings in the article of Factionalism and the Red Guards under Mao's China: Ideal Point Estimation Using Text Data.
relatio
code base for constructing narrative statements from text
sentimentr
Dictionary based sentiment analysis that considers valence shifters
sentitopics
Joint estimation of sentiment and topics in textual data
speech
Legislative Speeches
stLDA-C_public
Single-topic LDA (DMM) with unsupervised clustering
Structural-Topic-Modeling-in-R
Structural Topic Modeling in R (published two articles on Medium). STM, LDA, metadata, NLP.
summer-institute
Summer Institutes in Computational Social Science
TextAsDataCourse
Materials for "Text as Data" classes at Penn State and Essex.
tidyr
Easily tidy data with spread and gather functions.
topfish
A set of tools for topical text classification and scaling
xlm-emo
Multilingual Emotion classification using BERT (fine-tuning). Published at the WASSA workshop (ACL2022).