nanny (version 0.1.8)

rotate_dimensions: Rotate two dimensions (e.g., principal components) of an arbitrary angle

Description

rotate_dimensions() takes as imput a `tbl` formatted as | <DIMENSION 1> | <DIMENSION 2> | <...> | and calculates the rotated dimensional space of the feature value.

Usage

rotate_dimensions(
  .data,
  dimension_1_column,
  dimension_2_column,
  rotation_degrees,
  .element,
  of_elements = TRUE,
  dimension_1_column_rotated = NULL,
  dimension_2_column_rotated = NULL,
  action = "add"
)
# S4 method for spec_tbl_df
rotate_dimensions(
  .data,
  dimension_1_column,
  dimension_2_column,
  rotation_degrees,
  .element,
  of_elements = TRUE,
  dimension_1_column_rotated = NULL,
  dimension_2_column_rotated = NULL,
  action = "add"
)
# S4 method for tbl_df
rotate_dimensions(
  .data,
  dimension_1_column,
  dimension_2_column,
  rotation_degrees,
  .element,
  of_elements = TRUE,
  dimension_1_column_rotated = NULL,
  dimension_2_column_rotated = NULL,
  action = "add"
)

Arguments

.data

A `tbl` formatted as | <element> | <feature> | <value> | <...> |

dimension_1_column

A character string. The column of the dimension 1

dimension_2_column

A character string. The column of the dimension 2

rotation_degrees

A real number between 0 and 360

.element

The name of the element column (normally elements).

of_elements

A boolean. In case the input is a nanny object, it indicates Whether the element column will be element or feature column

dimension_1_column_rotated

A character string. The column of the rotated dimension 1 (optional)

dimension_2_column_rotated

A character string. The column of the rotated dimension 2 (optional)

action

A character string. Whether to join the new information to the input tbl (add), or just get the non-redundant tbl with the new information (get).

Value

A tbl object with additional columns for the reduced dimensions. additional columns for the rotated dimensions. The rotated dimensions will be added to the original data set as `<NAME OF DIMENSION> rotated <ANGLE>` by default, or as specified in the input arguments.

A tbl object with additional columns for the reduced dimensions. additional columns for the rotated dimensions. The rotated dimensions will be added to the original data set as `<NAME OF DIMENSION> rotated <ANGLE>` by default, or as specified in the input arguments.

A tbl object with additional columns for the reduced dimensions. additional columns for the rotated dimensions. The rotated dimensions will be added to the original data set as `<NAME OF DIMENSION> rotated <ANGLE>` by default, or as specified in the input arguments.

Details

maturing

This function to rotate two dimensions such as the reduced dimensions.

Examples

# NOT RUN {
 mtcars_tidy_MDS = reduce_dimensions(mtcars_tidy, car_model, feature, value, method="MDS")
 
 rotate_dimensions(mtcars_tidy_MDS, `Dim1`, `Dim2`, .element = car_model, rotation_degrees = 45)


# }