rotate_dimensions-methods: Rotate two dimensions (e.g., principal components) of an...
In nanny: High-Level Data Analysis and Manipulation in 'tidyverse' Style

Description Usage Arguments Details Value Examples

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

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 signature '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 signature '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"
)

`.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).

\lifecycle

maturing

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

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.

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 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)