R: Indicates which elements are missing (either 1 and 0)

is.na10 {heatmaply} | R Documentation

## Indicates which elements are missing (either 1 and 0)

### Description

is.na10 is a helper function for creating heatmaps to diagnose missing value patterns. It is similar to is.na but instead of returning a logical TRUE/FALSE vector (or matrix) it returns a numeric 1/0 output. This enables the heatmaply function to be used on the data.

### Usage

    is.na10(x, ...)

### Arguments

`x` | a vector, matrix or data.frame.
`...` | not used.

### Value

Returns a numeric (instead of a logical) variable/matrix of 1 (missing) or 0 (not missing) values (hence the name is.na10) while still preserving the attributes resulted from running is.na.

These are useful for funnelling into a heatmap (see the examples).

### See Also

is.na, the grid_gap parameter in heatmaply.

### Examples

    ## Not run:
    x <- mtcars
    x <- data.frame(x)
    x$am <- factor(x$am)
    x$vs <- factor(x$vs)
    set.seed(2017-01-19)
    x[sample(nrow(x))[1:6],sample(ncol(x))[1:6]] <- NA

    # nice grey colors from here: https://github.com/njtierney/visdat/blob/master/R/vis_miss_ly.R
    x %>% is.na10 %>% heatmaply( colors = c("grey80", "grey20"), dendrogram = "none")
    x %>% is.na10 %>% heatmaply( colors = c("grey80", "grey20"), k_col = 2, k_row = 2)

    heatmaply(is.na10(airquality), grid_gap = 1,
             colors = c("grey80", "grey20"), k_col = 2, k_row = 2)

    ## End(Not run)

[Package heatmaply version 0.14.1 Index]