plot_observed_fitted()

Plot overlaid comparison of observed vs fitted data.

Usage

Source

plot_observed_fitted(
    data,
    sample,
    kind="hist",
    xmax=200,
    title=None,
    n_bins=200,
    time_unit="minutes"
)

Parameters

data: array - like

Observed data values.

sample: array - like

Sampled/fitted distribution values.

kind: str = "hist"

Either “kde” (density curve) or “hist” (plain count-based histogram).

xmax: int or None = 200

X-axis limit for a second, optional cropped copy of the plot.

title: str = None

Title.

n_bins: int = 200

Number of histogram bins.

time_unit: str = "minutes"

Display unit for plot labels. This does not convert data values.

Returns

fig: matplotlib.figure.Figure

Figure with two sets of overlaid histograms (one standard, one cropped).