June 27, 2020 Software Open Access

Nelson-Gon/mde: Patch Release

Gonzabato,Nelson

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

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

2. 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.

3. Similar changes were made for recode_na_as as above.

4. 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

1. Now supports tidy selection and exploration at specific columns

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

3. drop_na_if allows exclusion of columns.