Description

Write QC line lables to ggplot QC Charts. Useful if you want to see the value of the center line and QC limits. see method argument for methods supported.

Usage

stat_QC_labels(mapping = NULL, data = NULL, geom = "label",
position = "identity", na.rm = FALSE, show.legend = NA,
inherit.aes = TRUE, n = NULL, digits = 1, method = "xBar.rBar",
color.qc_limits = "red", color.qc_center = "black", text.size = 3,      ...)

Specialized Args: Stat_QC_labels()

n: number, for

  • Studentized Charts, used for custom or hypothetical subgroup size.
  • np Charts, used to specify a fixed area of opportunity.

digits integer, indicating the number of decimal places

method : string, calling the following methods:

  • Individuals Charts: mR, XmR,
  • Attribute Charts: c, np, p, u,
  • Studentized Charts: xBar.rBar, xBar.rMedian, xBar.sBar, xMedian.rBar, xMedian.rMedian
  • Dispersion Charts: rBar, rMedian, sBar.

color.qc_limits : color, used to colorize the plot’s upper and lower mR control limits.

color.qc_center : color, used to colorize the plot’s center line.

text.size : number, size of the text label

: other arguments passed on to layer. These are often aesthetics, used to set an aesthetic to a fixed value, like color = “red” or size = 3. They may also be parameters to the paired geom/stat.


Examples

# Setup Data --------------------------------------------------------------
set.seed(5555)
Process1 <- data.frame(processID = as.factor(rep(1,100)),
                       metric_value = rnorm(100,0,1),
                       subgroup_sample=rep(1:20, each=5),
                       Process_run_id = 1:100)

Base Plot

INDV <- ggplot(Process1, aes(x=Process_run_id, y = metric_value)) +
       geom_point() + geom_line() 
INDV

XmR Default Overlay with XmR Labels

INDV + stat_QC(method="XmR") +
  stat_QC_labels(method="XmR")

Change Center-Label Color

INDV + stat_QC(method="XmR") +
  stat_QC_labels(method="XmR", color.qc_center = "blue")

Change Limit-Label Color

INDV + stat_QC(method="XmR") +
  stat_QC_labels(method="XmR", color.qc_limits = "green")

Change Label Size

INDV + stat_QC(method="XmR") +
  stat_QC_labels(method="XmR", text.size = 4)