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blocking  

Various Blocking Methods for Entity Resolution
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("blocking", "1.0.1")



Attach the package and use:
library("blocking")
Maintained by
Maciej Beręsewicz
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-06-13
Latest Update: 2025-06-18
Description:
The goal of 'blocking' is to provide blocking methods for record linkage and deduplication using approximate nearest neighbour (ANN) algorithms and graph techniques. It supports multiple ANN implementations via 'rnndescent', 'RcppHNSW', 'RcppAnnoy', and 'mlpack' packages, and provides integration with the 'reclin2' package. The package generates shingles from character strings and similarity vectors for record comparison, and includes evaluation metrics for assessing blocking performance including false positive rate (FPR) and false negative rate (FNR) estimates. For details see: Papadakis et al. (2020) <doi:10.1145/3377455>, Steorts et al. (2014) <doi:10.1007/978-3-319-11257-2_20>, Dasylva and Goussanou (2021) <https://www150.statcan.gc.ca/n1/en/catalogue/12-001-X202100200002>, Dasylva and Goussanou (2022) <doi:10.1007/s42081-022-00153-3>.
How to cite:
Maciej Beręsewicz (2025). blocking: Various Blocking Methods for Entity Resolution. R package version 1.0.1, https://cran.r-project.org/web/packages/blocking. Accessed 26 Jun. 2026.
Previous versions and publish date:
1.0.0 (2025-06-13 07:10), 1.0.1 (2025-06-18 10:40)
Other packages that cited blocking R package
View blocking citation profile
Other R packages that blocking depends, imports, suggests or enhances
Complete documentation for blocking
Functions, R codes and Examples using the blocking R package
Full blocking package functions and examples
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