fuzzystring: Fast Fuzzy String Joins for Data Frames
Abstract
Perform fuzzy joins on data frames using approximate string matching. Implements all standard join types (inner, left, right, full, semi, anti) with support for multiple string distance metrics from the 'stringdist' package including Levenshtein, Damerau-Levenshtein, Jaro-Winkler, and Soundex. Features a high-performance 'data.table' backend with 'C++' row binding for efficient processing of large datasets. Ideal for matching misspellings, inconsistent labels, messy user input, or reconciling datasets with slight variations in identifiers. Optionally returns distance metrics alongside matched records.
Fields of Study & Subjects
Data Quality and Management
Data Analysis with R
Algorithms and Data Compression
Publication details
- Publication date
- 8 February 2026
- Document type
- Dataset