Height Distribution ECDF

import matplotlib.pyplot as plt
import numpy as np

fig, ax = plt.subplots(figsize=(10, 6), facecolor='#0a0a0f')
ax.set_facecolor('#0a0a0f')

np.random.seed(42)
male_height = np.random.normal(175, 7, 400)
female_height = np.random.normal(162, 6, 400)

ax.ecdf(male_height, color='#3b82f6', linewidth=2.5, label='Male')
ax.ecdf(female_height, color='#ec4899', linewidth=2.5, label='Female')

ax.set_xlabel('Height (cm)', fontsize=12, color='white')
ax.set_ylabel('Cumulative Probability', fontsize=12, color='white')
ax.set_title('Height Distribution by Gender', fontsize=16, fontweight='bold', color='white', pad=20)
ax.tick_params(colors='white')
ax.legend(facecolor='#1a1a2f', edgecolor='#333', labelcolor='white')
ax.grid(True, alpha=0.2, color='white')

for spine in ax.spines.values():
    spine.set_color('#333')

plt.tight_layout()