Website Load Time by Hosting Provider

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

np.random.seed(113)
BG_COLOR = '#0a0a0f'
TEXT_COLOR = 'white'
COLORS = ['#F54927', '#27F5B0', '#276CF5']

providers = ['AWS', 'Azure', 'GCP']
data = pd.DataFrame({
    'LoadTime': np.concatenate([
        np.random.gamma(2, 0.4, 120),
        np.random.gamma(2.2, 0.45, 115),
        np.random.gamma(1.9, 0.38, 125)
    ]),
    'Provider': ['AWS']*120 + ['Azure']*115 + ['GCP']*125
})

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

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

ax.axvline(2.5, color='#22c55e', linestyle='--', alpha=0.6, linewidth=1.5)
ax.text(2.6, 2.5, 'Good', color='#22c55e', fontsize=9)

ax.set_xlabel('Load Time (seconds)', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_ylabel('Provider', fontsize=12, color=TEXT_COLOR, fontweight='500')
ax.set_title('Website Performance by Provider', fontsize=14, color=TEXT_COLOR, fontweight='bold', pad=15)

ax.tick_params(colors='#888', labelsize=10)
for spine in ax.spines.values():
    spine.set_color('#333')

plt.tight_layout()
plt.show()