Matplotlib Cards

Card types: barplot, boxplot, flightEnvelope, histogram, lineplot, matplotlib, scatterplot, tachometer, trafficLight

Datacards includes a number of matplotlib-based cards for visualizing data.

In addition to the common parameters the matplotlib cards have the following configuration options:

Name	Type	Required	Description
`figure`	dict	Yes	The matplotlib figure to be displayed.
`value`	int or float	No	The value to be displayed (only for `histogram`/`boxplot`).
`unit`	str	No	The unit of the value (only for `histogram`/`boxplot`).

These cards are created using a combination of matplotlib and helper functions provided by DataCards. For more detailed information, please refer to the DataCards plotting utilities documentation.

Example: Boxplot


# Prepare data
x = [3, 4, 5, 2, 5, 5, 8, -1]
label = 'Boxplot'
x_label = 'avg [psi]'
thumbnail = True  # if True, fewer information will be displayed
avg = sum(x) / len(x)


# In this cell I load the standard styling in DataCards
from matplotlib import pyplot as plt
 
plt.style.use('datacards-dark-mode')


# In this cell I create the overall plot layout
 
fig, ax = datacards.utilities.plotting.boxplot(
    x=x,
    thumbnail=thumbnail
)
 
datacards.publish.card(
    type='boxplot',
    fig=fig,
    label='Boxplot',
    value=42,
    unit='Unit'
)