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Returns a bubble plot of two selected metrics, using size to map the number of employees.

Usage

create_bubble(
  data,
  metric_x,
  metric_y,
  hrvar = "Organization",
  mingroup = 5,
  return = "plot",
  bubble_size = c(1, 10)
)

Arguments

data

A Standard Person Query dataset in the form of a data frame.

metric_x

Character string containing the name of the metric, e.g. "Collaboration_hours"

metric_y

Character string containing the name of the metric, e.g. "Collaboration_hours"

hrvar

HR Variable by which to split metrics, defaults to "Organization" but accepts any character vector, e.g. "LevelDesignation"

mingroup

Numeric value setting the privacy threshold / minimum group size. Defaults to 5.

return

String specifying what to return. This must be one of the following strings: - "plot" - "table"

bubble_size

A numeric vector of length two to specify the size range of the bubbles

Value

A different output is returned depending on the value passed to the return argument:

  • "plot": 'ggplot' object. A bubble plot for the metric.

  • "table": data frame. A summary table for the metric.

Details

This is a general purpose function that powers all the functions in the package that produce bubble plots.

Examples

create_bubble(pq_data, "Collaboration_hours", "Multitasking_hours", hrvar ="Organization")