Movie Runtime by Genre

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import ptitprince as pt

np.random.seed(207)
BG_COLOR = '#ffffff'
TEXT_COLOR = '#1f2937'
COLORS = ['#F5276C', '#27D3F5', '#F5B027', '#5314E6']

genres = ['Action', 'Comedy', 'Drama', 'Sci-Fi']
data = pd.DataFrame({
    'Runtime': np.concatenate([
        np.random.normal(125, 20, 90),
        np.random.normal(100, 15, 100),
        np.random.normal(135, 25, 80),
        np.random.normal(140, 22, 70)
    ]),
    'Genre': ['Action']*90 + ['Comedy']*100 + ['Drama']*80 + ['Sci-Fi']*70
})

fig, ax = plt.subplots(figsize=(10, 6), facecolor=BG_COLOR)
ax.set_facecolor(BG_COLOR)

pt.RainCloud(x='Genre', y='Runtime', data=data, palette=COLORS,
             bw=.2, width_viol=.6, ax=ax, orient='h', alpha=.65,
             dodge=True, pointplot=False, move=.2)

ax.set_xlabel('Runtime (minutes)', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_ylabel('Genre', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_title('Movie Runtime by Genre', fontsize=14, color=TEXT_COLOR, fontweight='bold', pad=15)

ax.tick_params(colors='#374151', labelsize=10)
for spine in ax.spines.values():
    spine.set_color('#e5e7eb')

plt.tight_layout()
plt.show()