FrameExtensionsFillMissing Method |
Name | Description | |
---|---|---|
FillMissingTRowKey, TColumnKey(FrameTRowKey, TColumnKey, Direction) |
Fill missing values in the data frame with the nearest available value
(using the specified direction). Note that the frame may still contain
missing values after call to this function (e.g. if the first value is not available
and we attempt to fill series with previous values). This operation can only be
used on ordered frames.
## Parameters
- `frame` - An input data frame that is to be filled
- `direction` - Specifies the direction used when searching for
the nearest available value. `Backward` means that we want to
look for the first value with a smaller key while `Forward` searches
for the nearest greater key.
[category:Missing values]
| |
FillMissingTRowKey, TColumnKey, T(FrameTRowKey, TColumnKey, FuncSeriesTRowKey, T, TRowKey, T) |
Fill missing values in the frame using the specified function. The specified
function is called with all series and keys for which the frame does not
contain value and the result of the call is used in place of the missing value.
The operation is only applied to columns (series) that contain values of the
same type as the return type of the provided filling function. The operation
does not attempt to convert between numeric values (so a series containing
`float` will not be converted to a series of `int`).
## Parameters
- `frame` - An input data frame that is to be filled
- `f` - A function that takes a series `Series<R, T>` together with a key `K`
in the series and generates a value to be used in a place where the original
series contains a missing value.
[category:Missing values]
| |
FillMissingTRowKey, TColumnKey, T(FrameTRowKey, TColumnKey, T) |
Fill missing values of a given type in the frame with a constant value.
The operation is only applied to columns (series) that contain values of the
same type as the provided filling value. The operation does not attempt to
convert between numeric values (so a series containing `float` will not be
converted to a series of `int`).
## Parameters
- `frame` - An input data frame that is to be filled
- `value` - A constant value that is used to fill all missing values
[category:Missing values]
|