import random
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

s = "Crime Type Summer|Crime Type Winter".split("|")
j = {x: [random.choice(["ASB", "Violence", "Theft", "Public Order", "Drugs"]) for j in range(300)] for x in s}
df = pd.DataFrame(j)

index = np.arange(5)
bar_width = 0.35

fig, ax = plt.subplots()
summer = ax.bar(index, df["Crime Type Summer"].value_counts(), bar_width,
                label="Summer")

winter = ax.bar(index, df["Crime Type Winter"].value_counts(),
                bar_width, label="Winter", bottom=df["Crime Type Summer"].value_counts())

ax.set_xlabel('Category')
ax.set_ylabel('Incidence')
ax.set_title('Crime incidence by season, type')
ax.set_xticks(index)
ax.set_xticklabels(["ASB", "Violence", "Theft", "Public Order", "Drugs"])
ax.legend()

plt.show()