biopsykit.sleep.plotting module

Module providing functions to plot data collected during sleep studies.

biopsykit.sleep.plotting.sleep_imu_plot(data, datastreams=None, sleep_endpoints=None, downsample_factor=None, **kwargs)[source]

Draw plot to visualize IMU data during sleep, and, optionally, add sleep endpoints information.

Parameters

  • data (DataFrame) – data to plot. Data must either be acceleration data (AccDataFrame), gyroscope data (GyrDataFrame), or IMU data (ImuDataFrame).

  • datastreams (str or list of str, optional) – list of datastreams indicating which type of data should be plotted or None to only plot acceleration data. If more than one type of datastream is specified each datastream is plotted row-wise in its own subplot. Default: None

  • sleep_endpoints (SleepEndpointDict) – dictionary with sleep endpoints to add to plot or None to only plot IMU data.

  • downsample_factor (int, optional) – downsample factor to apply to raw input data before plotting or None to not downsample data before plotting (downsample factor 1). Default: None

  • **kwargs –

    optional arguments for plot configuration. To configure which type of sleep endpoint annotations to plot:

    • plot_sleep_onset: whether to plot sleep onset annotations or not: Default: True

    • plot_wake_onset: whether to plot wake onset annotations or not: Default: True

    • plot_bed_start: whether to plot bed interval start annotations or not: Default: True

    • plot_bed_end: whether to plot bed interval end annotations or not: Default: True

    • plot_sleep_wake: whether to plot vspans of detected sleep/wake phases or not: Default: True

    To style general plot appearance:

    • axs: pre-existing axes for the plot. Otherwise, a new figure and axes objects are created and returned.

    • figsize: tuple specifying figure dimensions

    • palette: color palette to plot different axes from input data

    To style axes:

    • xlabel: label of x axis. Default: “Time”

    • ylabel: label of y axis. Default: “Acceleration \([m/s^2]\)” for acceleration data and “Angular Velocity \([°/s]\)” for gyroscope data

    To style legend:

    • legend_loc: location of legend. Default: “lower left”

    • legend_fontsize: font size of legend labels. Default: “smaller”

Returns

  • fig (Figure) – figure object

  • axs (list of Axes) – list of subplot axes objects

Return type

Tuple[matplotlib.figure.Figure, Iterable[matplotlib.axes._axes.Axes]]

biopsykit.sleep.sleep_wake_detection.utils module biopsykit.sleep.utils module