Function plot_forecast_component_plotly

python/prophet/plot.py:779–807

Plot a particular component of the forecast using Plotly. See plot_plotly() for Plotly setup instructions Parameters ---------- m: Prophet model. fcst: pd.DataFrame output of m.predict. name: Name of the component to plot. uncertainty: Optional boolean to plot uncertaint

(m, fcst, name, uncertainty=True, plot_cap=False, figsize=(900, 300))

def plot_forecast_component_plotly(m, fcst, name, uncertainty=True, plot_cap=False, figsize=(900, 300)):
    """Plot a particular component of the forecast using Plotly.
    See plot_plotly() for Plotly setup instructions

    Parameters
    ----------
    m: Prophet model.
    fcst: pd.DataFrame output of m.predict.
    name: Name of the component to plot.
    uncertainty: Optional boolean to plot uncertainty intervals, which will
        only be done if m.uncertainty_samples > 0.
    plot_cap: Optional boolean indicating if the capacity should be shown
        in the figure, if available.
    figsize: The plot's size (in px).

    Returns
    -------
    A Plotly Figure.
    """
    props = get_forecast_component_plotly_props(m, fcst, name, uncertainty, plot_cap)
    layout = go.Layout(
        width=figsize[0],
        height=figsize[1],
        showlegend=False,
        xaxis=props['xaxis'],
        yaxis=props['yaxis']
    )
    fig = go.Figure(data=props['traces'], layout=layout)
    return fig


def plot_seasonality_plotly(m, name, uncertainty=True, figsize=(900, 300)):