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pickmax  

Split and Coalesce Duplicated Records
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pickmax", "0.1.0")



Attach the package and use:
library("pickmax")
Maintained by
Sbonelo Chamane
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-15
Latest Update: 2025-07-15
Description:
Deduplicates datasets by retaining the most complete and informative records. Identifies duplicated entries based on a specified key column, calculates completeness scores for each row, and compares values within groups. When differences between duplicates exceed a user-defined threshold, records are split into unique IDs; otherwise, they are coalesced into a single, most complete entry. Returns a list containing the original duplicates, the split entries, and the final coalesced dataset. Useful for cleaning survey or administrative data where duplicated IDs may reflect minor data entry inconsistencies.
How to cite:
Sbonelo Chamane (2025). pickmax: Split and Coalesce Duplicated Records. R package version 0.1.0, https://cran.r-project.org/web/packages/pickmax. Accessed 05 Oct. 2026.
Previous versions and publish date:
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