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data.validator
View on CRAN: Click
here
Download and install data.validator package within the R console
Install from CRAN:
install.packages("data.validator")
Install from Github:
library("remotes")
install_github("cran/data.validator") Install by package version:
library("remotes")
install_version("data.validator", "0.2.1") Attach the package and use:
library("data.validator")
Maintained by
Marcin Dubel
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-03-01
Latest Update: 2023-12-11
Description:
Validate dataset by columns and rows using convenient predicates inspired by 'assertr' package.
Generate good looking HTML report or print console output to display in logs of your data processing pipeline.
How to cite:
Marcin Dubel (2021). data.validator: Automatic Data Validation and Reporting. R package version 0.2.1, https://cran.r-project.org/web/packages/data.validator. Accessed 11 Mar. 2026.
Previous versions and publish date:
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Other R packages that data.validator depends,
imports, suggests or enhances
Complete documentation for data.validator
Functions, R codes and Examples using
the data.validator R package
Some associated functions: add_results . check_assertr_expression . convert_error_df . create_summary_row . data_validation_report . display_results . error_class . find_first_noncall . generate_id . get_assert_method . get_assertion_type . get_ast . get_first_name . get_results . get_results_number . get_semantic_report_ui . is_complex_command . make_accordion_container . make_accordion_element . make_summary_table . make_table_row . parse_errors_to_df . parse_results_to_df . parse_successes_to_df . prepare_modal_content . render_raw_report_ui . render_semantic_report_ui . result_table . save_report . save_results . save_summary . segment . validate . validate_cols . validate_if . validate_rows .
Some associated R codes: assertions.R . report.R . results_parsers.R . semantic_report_constructors.R . utils.R . Full data.validator package functions and examples
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