| Title: | Fill Missing Values in Vectors |
| Version: | 1.0.0 |
| Description: | Edit vectors to fill missing values, based on the vector itself. |
| License: | MIT + file LICENSE |
| Encoding: | UTF-8 |
| LazyData: | true |
| Suggests: | testthat, spelling |
| RoxygenNote: | 7.0.0 |
| URL: | https://jelger12.github.io/fillr/ |
| BugReports: | https://github.com/jelger12/fillr/issues |
| Language: | en-US |
| NeedsCompilation: | no |
| Packaged: | 2020-01-28 15:17:35 UTC; jze370 |
| Author: | Jelger van Zaane [aut, cre] |
| Maintainer: | Jelger van Zaane <me@jelgervanzaane.nl> |
| Repository: | CRAN |
| Date/Publication: | 2020-01-28 20:40:12 UTC |
Check if some missing values are present
Description
Check if some missing values are present, but not all are missing. returns a boolean. This check is done to save time for vectors where filling is not needed
Usage
check_some_missing(x)
Arguments
x |
the vector to check |
Value
TRUE or FALSE
Fill missing
Description
wrapper function to do check and call all fill_vector functions
Usage
fill_missing(x, min_known_n = NULL, min_known_p = NULL, type)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
type |
the type of fill missing function to be called |
Fill missing interval
Description
Fill all missing values for an interval observed in the vector
Usage
fill_missing_interval(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_interval(c(NA, 1, 2, NA))
fill_missing_interval(c(NA, 10, 20, NA))
Fill missing last
Description
Fill all missing values in a vector with the last value if it is known.
Usage
fill_missing_last(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_last(c(1, 2, NA))
fill_missing_last(c(NA, 1, 2, NA))
Fill missing maximum
Description
Fill all missing values in a vector with the maximum value if it is known.
Usage
fill_missing_max(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_max(c(1, 2, NA))
fill_missing_max(c(NA, 1, 2, NA))
Fill missing minimum
Description
Fill all missing values in a vector with the minimum value if it is known.
Usage
fill_missing_min(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_min(c(1, 2, NA))
fill_missing_min(c(NA, 1, 2, NA))
Fill missing previous
Description
Fill all missing values in a vector with the previous value if it is known.
Usage
fill_missing_previous(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_previous(c(1, 2, NA))
fill_missing_previous(c(NA, 1, 2, NA))
Fill missing strict
Description
Fill all missing values in a vector with the same value if it is known. Only fills the value when all known values are the same
Usage
fill_missing_strict(x, min_known_n = NULL, min_known_p = NULL)
Arguments
x |
The vector to fill |
min_known_n |
numeric value: the minimum number of not-missing values |
min_known_p |
numeric value between 0 and 1: the minimum fraction of not-missing values |
Value
a filled vector
Examples
fill_missing_strict(c(NA, 1))
fill missing value
Description
Returns a vector with all missing values filled with another value
Usage
fill_value(x, value)
Arguments
x |
vectors. All inputs should have the same length |
value |
a value with the same class as x |
Value
vector with the same length as the first vector
Examples
fill_value(c(NA,1), 2)
fill_vector_interval
Description
fill_vector_interval
Usage
fill_vector_interval(x)
Arguments
x |
the vector to be filled |
fill_vector_last
Description
fill_vector_last
Usage
fill_vector_last(x, x_na_omit)
Arguments
x |
the vector to be filled |
x_na_omit |
the x vector without NA values |
fill_vector_max
Description
fill_vector_max
Usage
fill_vector_max(x, x_na_omit)
Arguments
x |
the vector to be filled |
x_na_omit |
the x vector without NA values |
fill_vector_min
Description
fill_vector_min
Usage
fill_vector_min(x, x_na_omit)
Arguments
x |
the vector to be filled |
x_na_omit |
the x vector without NA values |
fill_vector_previous
Description
fill_vector_previous
Usage
fill_vector_previous(x)
Arguments
x |
the vector to be filled |
fill_vector_strict
Description
fill_vector_strict
Usage
fill_vector_strict(x, x_na_omit)
Arguments
x |
the vector to be filled |
x_na_omit |
the x vector without NA values |