⏳ Time Series Resampling
Resampling allows you to change the frequency of your time series data, e.g., from daily to monthly.
💡 Quick Tip:
Mastering this concept will significantly boost your Python data science skills!
💻 Code Example:
import pandas as pd
import numpy as np
# Create a date range
dates = pd.date_range(start='2023-01-01', periods=100, freq='D')
df = pd.DataFrame({'Value': np.random.randn(100)}, index=dates)
monthly_avg = df.resample('M').mean()
print(monthly_avg)| Feature | Benefit |
|---|---|
| Efficiency | Optimized for performance |
| Simplicity | Easy to read and write |
Keep exploring and happy coding! 🚀