What are some Python libraries for data normalization?

What are some Python libraries for data normalization?

Some popular Python libraries for data normalization include Pandas, Scikit-learn, and NumPy. Would you like to know how to use them?

Yes, can you explain how to use Pandas for normalization?

Sure! You can use the MinMaxScaler from Scikit-learn or simply use Pandas' built-in functions like df.apply() to normalize your data.

What about Scikit-learn? How does it work?

Scikit-learn provides the MinMaxScaler and StandardScaler classes to scale your data. You fit the scaler to your data and then transform it.

Can you give me a code example?

Absolutely! Here's a simple example:

from sklearn.preprocessing import MinMaxScaler
import pandas as pd

df = pd.DataFrame({'A': [1, 2, 3], 'B': [4, 5, 6]})
scaler = MinMaxScaler()
df_normalized = scaler.fit_transform(df)
print(df_normalized)