How can I perform statistical analysis in Python?

How can I perform statistical analysis in Python?

You can use libraries like Pandas, NumPy, and SciPy for statistical analysis in Python. What specific analysis are you interested in?

I'm interested in performing regression analysis.

For regression analysis, you can use the statsmodels or scikit-learn libraries. Would you like a code example?

Yes, please provide a simple example.

Here's a simple example using scikit-learn:

from sklearn.linear_model import LinearRegression
import numpy as np

# Sample data
X = np.array([[1], [2], [3], [4], [5]])  # Independent variable
Y = np.array([1, 2, 3, 4, 5])  # Dependent variable

# Create a model and fit it
model = LinearRegression()
model.fit(X, Y)

# Make a prediction
prediction = model.predict(np.array([[6]]))
print(prediction)

This will predict the value for X=6.