Histogram Mark

In [1]:

import genstudio.plot as Plot

import genstudio.plot as Plot

The histogram mark is a convenient extension that combines a rectY mark with a binX transform. It accepts a list or array-like object of values and supports the various bin options such as thresholds, interval, domain, and cumulative as keyword arguments.

Here's a basic example:

In [2]:

histogram_data = [1, 2, 2, 3, 3, 3, 4, 4, 5]
Plot.histogram(histogram_data)

histogram_data = [1, 2, 2, 3, 3, 3, 4, 4, 5] Plot.histogram(histogram_data)

Out[2]:

You can customize the number of bins:

In [3]:

Plot.histogram(histogram_data, thresholds=5)

Plot.histogram(histogram_data, thresholds=5)

Out[3]: