Bar plots

An example of bar plots with matplotlib.

import numpy as np
import matplotlib.pyplot as plt

n = 12
X = np.arange(n)
rng = np.random.default_rng()
Y1 = (1 - X / float(n)) * rng.uniform(0.5, 1.0, n)
Y2 = (1 - X / float(n)) * rng.uniform(0.5, 1.0, n)

plt.axes([0.025, 0.025, 0.95, 0.95])
plt.bar(X, +Y1, facecolor="#9999ff", edgecolor="white")
plt.bar(X, -Y2, facecolor="#ff9999", edgecolor="white")

for x, y in zip(X, Y1, strict=True):
    plt.text(x + 0.4, y + 0.05, f"{y:.2f}", ha="center", va="bottom")

for x, y in zip(X, Y2, strict=True):
    plt.text(x + 0.4, -y - 0.05, f"{y:.2f}", ha="center", va="top")

plt.xlim(-0.5, n)
plt.xticks([])
plt.ylim(-1.25, 1.25)
plt.yticks([])

plt.show()