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madshapR
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Download and install madshapR package within the R console
Install from CRAN:
install.packages("madshapR")
Install from Github:
library("remotes")
install_github("cran/madshapR")
Install by package version:
library("remotes")
install_version("madshapR", "1.1.0")
Attach the package and use:
library("madshapR")
Maintained by
Guillaume Fabre
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-06-20
Latest Update: 2023-12-19
Description:
Functions to support rigorous processes in data cleaning,
evaluation, and documentation across datasets from different studies based
on Maelstrom Research guidelines. The package includes the core functions
to evaluate and format the main inputs that define the process, diagnose
errors, and summarize and evaluate datasets and their associated
data dictionaries. The main outputs are clean datasets and associated
metadata, and tabular and visual summary reports. As described in
Maelstrom Research guidelines for rigorous retrospective data
harmonization (Fortier I and al. (2017) ).
How to cite:
Guillaume Fabre (2023). madshapR: Support Technical Processes Following 'Maelstrom Research' Standards. R package version 1.1.0, https://cran.r-project.org/web/packages/madshapR. Accessed 03 Feb. 2025.
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Complete documentation for madshapR
Functions, R codes and Examples using
the madshapR R package
Some associated functions: as_category . as_data_dict . as_data_dict_mlstr . as_data_dict_shape . as_dataset . as_dossier . as_taxonomy . as_valueType . bookdown_open . bookdown_render . bookdown_template . check_data_dict_categories . check_data_dict_missing_categories . check_data_dict_valueType . check_data_dict_variables . check_dataset_categories . check_dataset_valueType . check_dataset_variables . check_name_standards . col_id . data_dict_apply . data_dict_collapse . data_dict_evaluate . data_dict_expand . data_dict_extract . data_dict_filter . data_dict_group_by . data_dict_group_split . data_dict_list_nest . data_dict_match_dataset . data_dict_pivot_longer . data_dict_pivot_wider . data_dict_ungroup . data_extract . dataset_cat_as_labels . dataset_evaluate . dataset_preprocess . dataset_summarize . dataset_visualize . dataset_zap_data_dict . deprecated . dossier_create . dossier_evaluate . dossier_summarize . drop_category . is_category . is_data_dict . is_data_dict_mlstr . is_data_dict_shape . is_dataset . is_dossier . is_taxonomy . is_valueType . madshapR-package . madshapR_DEMO . madshapR_help . summary_variables . summary_variables_categorical . summary_variables_date . summary_variables_datetime . summary_variables_numeric . summary_variables_text . valueType_adjust . valueType_guess . valueType_list . valueType_of . valueType_self_adjust . variable_visualize .
Some associated R codes: 00-import-from-fabR.R . 01-utils.R . 02-dictionaries_functions.R . 03-dataset_functions.R . 04-catalogue_functions.R . 05-unit_checks.R . 06-data_evaluate.R . 07-data_summarise.R . 08-data_visualize.R . deprecated.R . experimental.R . madshapR-package.R . Full madshapR package functions and examples
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