Package: joinery
Type: Package
Title: Heuristic Index-Based Record Linkage
Version: 1.0.1
Authors@R: person("Eduard", "Brüll", email = "eduard.bruell@zew.de", role = c("aut", "cre"))
Description: Links records that refer to the same entity across sources that
    share no common key, such as people, firms, or addresses with spelling
    variation, abbreviations, or reordered words. Linkage is described
    declaratively as a strategy that normalises, tokenises, phonetically
    encodes, weights, and blocks each field; candidate pairs are then scored
    by the rarity-weighted overlap of their tokens and every score is
    attributed back to individual tokens for explainability. Strategies
    compose into staged pipelines of exact, fuzzy, and optional
    embedding-based matching that carry unmatched records forward and resolve
    entities as connected components. The same strategy runs on an in-memory
    'data.table' backend or an out-of-core 'DuckDB' backend, and diagnostic
    and calibration tools help tune a strategy and filter false positives.
    The token-retrieval heuristic follows Doherr (2023)
    <doi:10.2139/ssrn.4326848>.
URL: https://edubruell.github.io/joinery/,
        https://github.com/edubruell/joinery
BugReports: https://github.com/edubruell/joinery/issues
License: MIT + file LICENSE
Encoding: UTF-8
Language: en-GB
Imports: S7, rlang (>= 1.1.0), data.table, igraph, stringi, phonics,
        lubridate, cli, glue, tinyplot, graphics
Collate: 'joinery-package.R' 'import-standalone-purrr.R'
        'import-standalone-types-check.R'
        'import-standalone-obj-type.R' 'internal_validation.R'
        'internal_fanout.R' 'internal_progress.R' 'internal_chunking.R'
        'internal_staging.R' 'strategy_step.R' 'strategy_smoothing.R'
        'strategy_search.R' 'strategy_blocking.R'
        'strategy_embedding.R' 'strategy_exact.R' 'generics_core.R'
        'generics_calibration.R' 'generics_embedding.R'
        'methods_datatable_prepare.R' 'methods_datatable_resolve.R'
        'methods_datatable_materialize.R' 'methods_datatable_dedup.R'
        'methods_datatable_search.R' 'methods_datatable_multistage.R'
        'methods_datatable_inspect.R' 'embedding_cache.R'
        'embedding_methods_datatable.R' 'exact_methods_datatable.R'
        'methods_tibble.R' 'embedding_methods_tibble.R'
        'preparer_word.R' 'preparer_tokens.R' 'duckdb_control.R'
        'methods_duckdb_batch.R' 'methods_duckdb_prepare.R'
        'methods_duckdb_resolve.R' 'methods_duckdb_materialize.R'
        'methods_duckdb_dedup.R' 'methods_duckdb_search.R'
        'methods_duckdb_multistage.R' 'methods_duckdb_inspect.R'
        'preparer_stopwords.R' 'embedding_methods_duckdb.R'
        'exact_methods_duckdb.R' 'calibration_aip.R'
        'generics_diagnostic.R' 'diagnostic_classes.R'
        'calibration_classes.R' 'diagnostic_recommendations.R'
        'diagnostic_summarise.R' 'diagnostic_audit.R'
        'diagnostic_compare.R' 'diagnostic_explain.R'
        'diagnostic_sample.R' 'diagnostic_rarity.R' 'plan_strategy.R'
        'calibration_labelling.R' 'calibration_features.R'
        'calibration_features_embedding.R' 'calibration_filter.R'
        'calibration_tidymodels.R' 'calibration_dispatch.R'
        'calibration_calibrate.R' 'calibration_recipe.R'
        'diagnostic_plots.R' 'data.R'
RoxygenNote: 7.3.3
Depends: R (>= 4.1.0)
LazyData: true
VignetteBuilder: knitr
Suggests: duckdb, DBI, dbplyr, dplyr, tidyllm, tibble, stringdist,
        generics, parsnip, recipes, workflows, yardstick, probably,
        testthat (>= 3.0.0), withr, knitr, rmarkdown
NeedsCompilation: no
Packaged: 2026-07-07 14:02:43 UTC; ebr
Author: Eduard Brüll [aut, cre]
Maintainer: Eduard Brüll <eduard.bruell@zew.de>
Repository: CRAN
Date/Publication: 2026-07-07 19:40:19 UTC
Built: R 4.5.3; ; 2026-07-20 23:18:30 UTC; windows
