malsch / occupationCoding
Occupation Coding refers to coding short verbal texts (survey answers) into an occupational classification. This package implements several supervised learning techniques to simplify its automation. It accompanies a paper "Machine Learning for Occupation Coding — a Comparison Study", available at https://doi.org/10.1093/jssam/smaa023
☆12Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for occupationCoding
- Repo for Spirling and Stewart's "What Good is a Regression?" Project☆25Updated 4 months ago
- Text Analysis Using R – The Book☆31Updated 9 months ago
- Simple Conjoint Analyses, Tidying, and Visualization☆50Updated 4 years ago
- 🧛 fine-tuning Transformers for text data from within R☆41Updated 7 months ago
- Extract effects from estimateEffect in the stm package☆47Updated 4 years ago
- 📊 🌐 🧑🏫 Website for PhD-level independent readings course on Bayesian statistics with R and Stan, built with Quarto☆40Updated last year
- R-Package to fascilitate the annotation of textdata by hand in R☆18Updated last year
- Code and data repository for Text As Data Course (UGA Maymester 2022, POLS 8500)☆22Updated 2 months ago
- tidyverse code for QSS☆37Updated 4 years ago
- Topic-Specific Diagnostics for LDA and CTM Topic Models☆25Updated 2 years ago
- An R package for modern methods for non-probability surveys☆29Updated 2 weeks ago
- A Priori Power Analyses for Conjoint Experiments☆19Updated last year
- This repo provides instructions on how to build an R docker image that can serve as the basis for interactive or automated reproducible p…☆19Updated 11 months ago
- General Social Survey (GSS) data files packaged for R☆41Updated this week
- R package containing data on NBER working papers☆24Updated last year
- R package to download data from the WID.world database☆35Updated 2 months ago
- Chapter on causal inference for *R for Political Data Science: A Practical Guide*☆41Updated 3 years ago
- Text as Data 2019☆56Updated 5 years ago
- Dedicated ggplot2 methods for fixest model objects☆43Updated 10 months ago
- A Guide to Germany's Regional Data☆20Updated 9 months ago
- autumn: Fast, Modern, and Tidy-Friendly Iterative Raking in R.☆37Updated 9 months ago
- LDA for semisupervised topic modeling☆73Updated 2 months ago
- Quarto-based template for designing websites of university courses.☆65Updated 3 months ago
- This is an introductory guide to survey weighting. It provides a step-by-step walkthrough of the main procedures and explains the statist…☆36Updated 6 years ago
- R Evolved Generalized Software for Sampling Estimates and Errors in Surveys☆11Updated 4 months ago
- 🍵 Create and administrate validation tests for automated content analysis tools.☆54Updated 3 weeks ago
- Linking party codes in the European Social Survey to the Party Facts dataset (updated to include ESS Rounds 8 & 9)☆12Updated 2 years ago
- Tools for ILO Open Data via ILOSTAT bulk download facility or SDMX web service☆29Updated 2 months ago
- Taking Uncertainty Seriously: Bayesian Marginal Structural Models for Causal Inference in Political Science☆18Updated 2 years ago
- Coefficient stability plots in R☆49Updated 3 years ago