Chart Types

python
Run Inline
import matplotlib.pyplot as plt
import seaborn as sns
import numpy as np
import pandas as pd
# Generate sample data
df = pd.DataFrame({
    'category': ['A', 'B', 'C', 'D'],
    'value': [23, 45, 56, 78],
    'value2': [30, 40, 50, 60]
})

Chart Selection Guide

Key Chart Types

python
Run Inline
# Example: Bar chart
plt.figure(figsize=(8, 4))
sns.barplot(data=df, x='category', y='value')
plt.title('Bar Chart Example')
plt.show()