enhead: Join data cells to headers

In unpivotr: Unpivot Complex and Irregular Data Layouts

Join data cells to headers

Description

Data cells in a table are associated with header cells by proximity. enhead() joins a data frame of data cells to a data frame of header cells, choosing the nearest header cells in the given direction. See ?direction.

Usage

enhead(data_cells, header_cells, direction, drop = TRUE)

Arguments

data_cells	Data frame of data cells with at least the columns 'row' and 'column', which are numeric or integer.
header_cells	Data frame of header cells with at least the columns 'row' and 'column', which are numeric/integer vectors.
direction	The direction between a data cell and its header, one of "up", "right", "down", "left", "up-left", "up-right", "right-up", "right-down", "down-right", "down-left", "left-down", "left-up", "up-ish", "down-ish", "left-ish" and "right-ish". See ?direction.
drop	Logical vector length 1. Whether data cells that can't be associated with a header should be dropped. Default: TRUE.

Examples

library(dplyr)
# Load some pivoted data
(x <- purpose$`up-left left-up`)
# Make a tidy representation
cells <- as_cells(x)
cells <- cells[!is.na(cells$chr), ]
head(cells)
# Select the cells containing the values
data_cells <-
  filter(cells, row >= 3, col >= 3) %>%
  transmute(row, col, count = as.integer(chr))
head(data_cells)
# Select the headers
qualification <-
  filter(cells, col == 1) %>%
  select(row, col, qualification = chr)
age <-
  filter(cells, col == 2) %>%
  select(row, col, age = chr)
gender <-
  filter(cells, row == 1) %>%
  select(row, col, gender = chr)
satisfaction <-
  filter(cells, row == 2) %>%
  select(row, col, satisfaction = chr)
# From each data cell, search for the nearest one of each of the headers
data_cells %>%
  enhead(gender, "up-left") %>%
  enhead(satisfaction, "up") %>%
  enhead(qualification, "left-up") %>%
  enhead(age, "left") %>%
  select(-row, -col)

# The `drop` argument controls what happens when for some cells there is no
# header in the given direction. When `drop = TRUE` (the default), cells that
# can't be joined to a header are dropped.  Otherwise they are kept.
enhead(data_cells, gender, "up")
enhead(data_cells, gender, "up", drop = FALSE)

unpivotr documentation built on Jan. 23, 2023, 5:40 p.m.