Simple function to plot multiple barplots in the same figure.

Overview

multibarplot

Simple function to plot multiple barplots in the same figure. Supports padding and custom color.

Usage

Exposes the function grouped_barplot(ax, ys, x_positions=None, padding=0.1, colors=None, labels=None).

import numpy as np
import matplotlib.pyplot as plt

from multibarplot import grouped_barplot

ys = np.array([[0.1, 0.2, 0.3], [0.5, 0.25, 0.4], [0.1, 0.2, 0.3]])
colors = ["salmon", "skyblue", "coral"]
labels = ["a", "b", "c"]

fig, ax = plt.subplots(1,1)
grouped_barplot(ax, ys, colors=colors, labels=labels)
ax.set_xticks(np.arange(3))
ax.set_xticklabels(["First bars", "Second bars", "Third bars"])
fig.legend()

plt.show()

Optional parameters

x_positions: Set x ticks to put the barplots at. By default, it will start at index 0.

padding: Padding between each set of bars. By default, this is set to 0.1.

colors: Colors of bar plots. By default, it will pick Matplotlibs default colors.

labels: Optional label for each bar.

Owner
Matthias Jakobs
AI Researcher @tudo-ls8 @ML2R-center. Interested in Explainable AI and all-things related to time-series analysis
Matthias Jakobs
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