Fixed a bug in the index for empty rows returned by
print_report() after remove_constants(). This
function was incorrectly returning the number of rows in the original
data frame, instead of the index of empty rows (#173, @Bisaloo).
Fixed a bug in the date guesser used by the
standardize_dates() function. The followings updates were
made (#175, @Karim-Mane):
Rendering the report no longer requires the use of the {withr} package. Files generated during this process will be stored in the R temporary directory (#165, @Bisaloo).
Simplification and improvement of code performance across several functions (#154, #156, #162, @Bisaloo).
Make R version dependency explicit (#156, @Bisaloo).
Replace base R pipe operator with the {tidyverse} package pipe operator (#155, @Karim-Mane).
Stop automatic conversion of numeric values into Date due to
unexpected results from date_guess() function (#151, @Karim-Mane).
Allow for a vector of character for na_strings
argument in replace_missing_values() (#180,
Karim-Mane).
Improved messaging to differentiate between duplicates found in the subject IDs column and duplicates across multiple columns (#180, Karim-Mane).
Allow for iterative constant data removal (#180, Karim-Mane).
The remove_constants() now works correctly when the
cutoff is different from 1. More importantly, the function
no longer depends on the {janitor} package (#177, Karim-Mane).
The scan_data() now makes use of
date_guess() to parse date from characters and
lubridate::as_date() to parse dates from numeric. This
function now operates only on character columns (#181,
Karim-Mane).
Replace snakecase::to_snake_case() with
janitor::clean_names() and make sure variable names
specified in keep and rename are preserved
after applying janitor::clean_names() (#180,
Karim-Mane).
Use the {cli} package for formatting messages in the package (#196, Karim-Mane).
Translate messages in the package into French using the {potools} package (#196, Karim-Mane).
An additional column (row_id) with the row
indices where the incorrect date sequences are found is now added to the
report made from the check_date_sequence() function (#196,
Karim-Mane).
The date_guess() and related functions now returns a
list of two elements: the converted values and a boolean that informs
about the presence of numeric values that can also be of type Date
(#181, Karim-Mane).
Update the package vignette to account for the improvements made in the different pull requests (#194, Karim-Mane).
clean_data() no longer takes the params
argument. Instead, it takes many other arguments that are described in
the function documentation and the package vignettes (#184,
Karim-Mane).*Minor version release of {cleanepi} include various improvements based on feedback from the CRAN submission process.