Demo objects to provide illustrative examples

Demo input datasets, input data dictionaries, DataSchema, Data Processing Elements, and other objects to provide illustrative examples of objects used by Rmonize.

Rmonize_DEMO

Format

list

A list with 13 elements (data frames and lists) providing example objects for testing the package:

data_processing_elements - final

Example Data Processing Elements

data_processing_elements - with error

Example Data Processing Elements containing errors

data_processing_elements - work in progress

Example incomplete Data processing Element

dataschema - final

Example DataSchema

pooled_harmonized_dataset

Example pooled harmonized dataset

harmonized_dossier

Example of harmonized dossier

harmonized_dossier_summary

Example harmonized variables summary

data_dict_MELBOURNE

Example Data dictionary for Melbourne dataset

data_dict_PARIS

Example Data dictionary for Paris dataset

data_dict_TOKYO

Example Data dictionary for Tokyo dataset

dataset_MELBOURNE

Example Dataset for Melbourne

dataset_PARIS

Example Dataset for Paris

dataset_TOKYO

Example Dataset for Tokyo

...

Examples

{

# use madshapR_DEMO provided by the package
library(dplyr)

glimpse(Rmonize_DEMO$`dataschema - final`)

}
#> List of 2
#>  $ Variables : tibble [13 × 4] (S3: tbl_df/tbl/data.frame)
#>   ..$ index    : num [1:13] 1 2 3 4 5 6 7 8 9 10 ...
#>   ..$ name     : chr [1:13] "adm_unique_id" "adm_study" "adm_year_dce" "sdc_age" ...
#>   ..$ label:en : chr [1:13] "Unique identification code of the participant." "Indicator of the survey study." "Indicator of the survey data collection event." "Participant's age at time of data collection event." ...
#>   ..$ valueType: chr [1:13] "text" "text" "text" "integer" ...
#>  $ Categories: tibble [16 × 4] (S3: tbl_df/tbl/data.frame)
#>   ..$ variable: chr [1:16] "adm_study" "adm_study" "adm_study" "sdc_sex" ...
#>   ..$ label:en: chr [1:16] "MELBOURNE" "PARIS" "TOKYO" "Male" ...
#>   ..$ name    : chr [1:16] "MELBOURNE" "PARIS" "TOKYO" "1" ...
#>   ..$ missing : num [1:16] 0 0 0 0 0 0 0 0 0 0 ...