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quallmer  

Qualitative Analysis with Large Language Models
View on CRAN: Click here


Download and install quallmer package within the R console
Install from CRAN:
install.packages("quallmer")

Install from Github:
library("remotes")
install_github("cran/quallmer")

Install by package version:
library("remotes")
install_version("quallmer", "0.3.0")



Attach the package and use:
library("quallmer")
Maintained by
Seraphine F. Maerz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-02-16
Latest Update: 2026-02-16
Description:
Tools for AI-assisted qualitative data coding using large language models ('LLMs') via the 'ellmer' package, supporting providers including 'OpenAI', 'Anthropic', 'Google', 'Azure', and local models via 'Ollama'. Provides a 'codebook'-based workflow for defining coding instructions and applying them to texts, images, and other data. Includes built-in 'codebooks' for common applications such as sentiment analysis and policy coding, and functions for creating custom 'codebooks' for specific research questions. Supports systematic replication across models and settings, computing inter-coder reliability statistics including Krippendorff's alpha (Krippendorff 2019, <doi:10.4135/9781071878781>) and Fleiss' kappa (Fleiss 1971, <doi:10.1037/h0031619>), as well as gold-standard validation metrics including accuracy, precision, recall, and F1 scores following Sokolova and Lapalme (2009, <doi:10.1016/j.ipm.2009.03.002>). Provides audit trail functionality for documenting coding workflows following Lincoln and Guba's (1985, ISBN:0803924313) framework for establishing trustworthiness in qualitative research.
How to cite:
Seraphine F. Maerz (2026). quallmer: Qualitative Analysis with Large Language Models. R package version 0.3.0, https://cran.r-project.org/web/packages/quallmer. Accessed 11 Mar. 2026.
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Full quallmer package functions and examples
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