Gym Workout Duration by Day

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

np.random.seed(205)
BG_COLOR = '#ffffff'
TEXT_COLOR = '#1f2937'
COLORS = ['#6CF527', '#27D3F5', '#F5276C', '#F5B027', '#4927F5']

days = ['Monday', 'Wednesday', 'Friday', 'Saturday', 'Sunday']
data = pd.DataFrame({
    'Duration': np.concatenate([
        np.random.normal(65, 15, 80),
        np.random.normal(55, 12, 70),
        np.random.normal(60, 14, 75),
        np.random.normal(85, 20, 100),
        np.random.normal(75, 18, 60)
    ]),
    'Day': ['Monday']*80 + ['Wednesday']*70 + ['Friday']*75 + ['Saturday']*100 + ['Sunday']*60
})

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

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

ax.set_xlabel('Duration (minutes)', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_ylabel('Day', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_title('Gym Session Duration by Day', 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()