City panels.
Goal
Run every block and look at the Plot panel.
months = ["Jan", "Feb", "Mar", "Apr"]
series = {
"Nairobi": [48, 55, 92, 150],
"Mombasa": [22, 18, 40, 80],
"Kisumu": [60, 70, 110, 140],
"Nakuru": [40, 45, 80, 120],
}
fig, axes = plt.subplots(2, 2, figsize=(7, 5), sharey=True)
for ax, (city, vals) in zip(axes.ravel(), series.items()):
ax.plot(months, vals, marker="o")
ax.set_title(city)
fig.suptitle("Rainfall mm")
fig.tight_layout()
plt.show()fig, axes = plt.subplots(1, 2, figsize=(7, 3), sharey=True)
axes[0].bar(["mango", "soda"], [12, 9])
axes[0].set_title("Nairobi")
axes[1].bar(["mango", "soda"], [7, 8])
axes[1].set_title("Mombasa")
plt.show()print("Shared y-axis keeps the comparison honest.")x = np.arange(4)
fig, ax = plt.subplots()
ax.plot(x, [48, 55, 92, 150], label="Nairobi")
ax.plot(x, [22, 18, 40, 80], label="Mombasa")
ax.set_xticks(x, ["Jan", "Feb", "Mar", "Apr"])
ax.legend()
plt.title("One panel when series overlap well")
plt.show()Pitfall
Always plt.show(). Paste the whole editor.