matplotlib.pyplot.eventplot

matplotlib.pyplot.eventplot(positions, orientation='horizontal', lineoffsets=1, linelengths=1, linewidths=None, colors=None, linestyles='solid', *, data=None, **kwargs) [source]

Plot identical parallel lines at the given positions.

positions should be a 1D or 2D array-like object, with each row corresponding to a row or column of lines.

This type of plot is commonly used in neuroscience for representing neural events, where it is usually called a spike raster, dot raster, or raster plot.

However, it is useful in any situation where you wish to show the timing or position of multiple sets of discrete events, such as the arrival times of people to a business on each day of the month or the date of hurricanes each year of the last century.

Parameters:

positions1D or 2D array-like object Each value is an event. If positions is a 2D array-like, each row corresponds to a row or a column of lines (depending on the orientation parameter). orientation{'horizontal', 'vertical'}, optional Controls the direction of the event collections: 'horizontal' : the lines are arranged horizontally in rows, and are vertical. 'vertical' : the lines are arranged vertically in columns, and are horizontal. lineoffsetsscalar or sequence of scalars, optional, default: 1 The offset of the center of the lines from the origin, in the direction orthogonal to orientation. linelengthsscalar or sequence of scalars, optional, default: 1 The total height of the lines (i.e. the lines stretches from lineoffset - linelength/2 to lineoffset + linelength/2). linewidthsscalar, scalar sequence or None, optional, default: None The line width(s) of the event lines, in points. If it is None, defaults to its rcParams setting. colorscolor, sequence of colors or None, optional, default: None The color(s) of the event lines. If it is None, defaults to its rcParams setting. linestylesstr or tuple or a sequence of such values, optional Default is 'solid'. Valid strings are ['solid', 'dashed', 'dashdot', 'dotted', '-', '--', '-.', ':']. Dash tuples should be of the form: (offset, onoffseq), where onoffseq is an even length tuple of on and off ink in points. **kwargsoptional Other keyword arguments are line collection properties. See LineCollection for a list of the valid properties.

Returns:

listA list of EventCollection objects. Contains the EventCollection that were added.

Notes

For linelengths, linewidths, colors, and linestyles, if only a single value is given, that value is applied to all lines. If an array-like is given, it must have the same length as positions, and each value will be applied to the corresponding row of the array.

Examples

(Source code, png, pdf)

Note

In addition to the above described arguments, this function can take a data keyword argument. If such a data argument is given, the following arguments are replaced by data[<arg>]:

• All arguments with the following names: 'colors', 'linelengths', 'lineoffsets', 'linestyles', 'linewidths', 'positions'.

Objects passed as data must support item access (data[<arg>]) and membership test (<arg> in data).