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Process statistical data

Source: R/process_data_statistical.R
process_data_statistical.Rd

Prepare statistical data for plotting with gglyph::geom_glyph().

Usage

process_data_statistical(
  data,
  from = "from",
  to = "to",
  group = NULL,
  sig = "sig",
  thresh = 0.05
)

Arguments

data

A DataFrame or tibble containing the input data to be processed.

from

A string indicating the column name for the start nodes.

to

A string indicating the column name for the end nodes.

group

A string indicating the column name for the grouping variable.

sig

A string indicating the column name for the significance level.

thresh

A single number indicating the significance threshold. Default is 0.05.

Value

A DataFrame with the preprocessed data that is to be passed to gglyph::geom_glyph().

Examples

data(pisa_2022)

# For non-grouped data
processed_data <- process_data_statistical(
  data = pisa_2022,
  from = "from",
  to = "to",
  sig = "sig",
  thresh = 0.05
)

# For grouped data
processed_data <- process_data_statistical(
  data = pisa_2022,
  from = "from",
  to = "to",
  sig = "sig",
  group = "group",
  thresh = 0.05
)