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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.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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