The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

mde 0.3.2

• There is now a function recode_as_value for general recoding. See #41.

• Fixed all_of warnings in dplyr select and across verbs.

• Tests now use edition 3 of testthat. See https://github.com/r-lib/testthat/issues/1471 and https://github.com/Nelson-Gon/manymodelr/pull/22

• Vignettes no longer include URLs to avoid future issues with broken links on CRAN.

• Exclusion or inclusion in na_summaryvia regular expressions is now possible via regex_kind and providing a pattern_type and pattern.

• exclusion is now done entirely in base R instead of using dplyr::select.

• get_na_means and percent_missing now support POSIXct.

• na_counts and percent_na are new vector focused functions to allow getting na_counts and percent missingness for objects of classes like POSIXct.

• include a new argument to reset rownames in na_summary. Fixes
  #33.

mde 0.3.1

• Fixed a bug that made exclude_cols result in non-exclusion in grouped na.summary outputs.

• na_summary now includes a round_to parameter to control the number of digits to round to. Defaults to options("digits") in the user’s settings.

• drop_na_at no longer uses a tibble to avoid warnings with tibble row.names.

• Tests in dict_recode were extended to ensure that we get what is expected particularly with respect to the use_func argument.

• dict_recode now supports the use of different NA recoding functions. These can be provided via the argument use_func.

• dict_recode is a new function to allow recoding with a pattern-values pair.

• drop_na_if now supports keep certain columns when grouping. It also now supports dropping only at certain columns.

• drop_na_if now supports dropping groups that meet a set missing data threshold.

• recode_as_na_str updated to convert factors to character.

mde 0.3.0

• drop_row_if arguments were changed. See docs for the new arguments. This was done to allow new functionality that enables dropping rows based on counts.

• Sorting strings in na_summary contained a minor bug that has now been fixed.

• recode_as_na_str is a new function to recode_as_na based on string matching.

• recode_as_na_if is a new function that allows deliberate addition of NAs to a column if it meets a pre-defined condition. This is essentially the reverse of drop_na_if.

• drop_row_if is a new function similar to drop_na_if but for rows instead of columns.

• percent_missing can now work independently for factors, characters, or numeric data. It previously was limited to data.frame objects.

• Fixed issues with drop_na_at that resulted in failing data rebinding.

• get_na_counts now includes an optional exclude_cols argument to exclude columns from the analysis.

• na_summary has been fixed to allow exclusion of columns from the analysis.

• all_na is a new low level function to perform missingness boolean checks for columns(vectors).

• Added a new function column_based_recoode that aims to allow NA recoding based on other columns.

mde 0.2.1

• Patch Fix to skip tests on old R releases.

• Only R versions above 3.6.3 are supported.

mde version 0.2.0

Additions

1. na_summary which provides a very quick overview of missingness. It also supports grouped summaries.

2. drop_na_if allows easy dropping of columns where all values are missing.

3. custom_na_recode allows replacing missing values with common values such as mean, min, max, sd.

Major changes

2. In percent_missing, the argument grouped was dropped in favour of simply providing a grouping_cols vector.

3. In recode_as_na , subset_df was dropped. It now simply accepts an optional subset_cols argument. The argument tidy was also dropped.One can simply provide an optional pattern_type and pattern.

4. Similar changes were made for recode_na_as as above.

5. The argument x was changed to df in drop_na_at.

mde version 0.1.0

Available functions

1. get_na_counts

2. percent_missing

3. recode_as_na

4. sort_by_missingness

5. recode_na_as

6. drop_na_if

7. recode_na_if

8. drop_na_at

9. recode_as_na_for

Key changes

10. Now supports tidy selection and exploration at specific columns

11. percent_missing supports grouping and exclusion of certain columns. The use of decimals was dropped.

12. drop_na_if allows exclusion of columns.

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.