Show Relationships Found by frame()

Prints a structured listing of all relationship findings, grouped into four kinds: meaningful, suspicious, structural, and ignored. Each pair is described qualitatively (direction, strength, stability, method).

Usage

relationships(x, ...)

# S3 method for class 'frame_df'
relationships(x, min_strength = "weak", kind = NULL, ...)

Arguments

x

A frame_df object.

...

Additional arguments (unused).

min_strength

Minimum strength to display: "weak", "moderate", or "strong". Structural relationships are always shown.

kind

Restrict to a single kind: "meaningful", "suspicious", "structural", "ignored", or NULL (all).

Value

The list of findings, invisibly.

Details

Numeric evidence (correlation coefficients, F-statistics, p-values) is available on the returned object; the printed view is meant to be skimmable.

Examples

set.seed(1)
df <- data.frame(
  x = rnorm(100),
  y = rnorm(100)
)
df$z <- 0.8 * df$x + 0.2 * stats::rnorm(100)
relationships(frame(df))