text_plain_output_1.png
from sklearn.preprocessing import StandardScaler

import pandas as pd

data = pd.read_csv('/kaggle/input/wind-turbine-scada-dataset/T1.csv')

data = data[data['LV ActivePower (kW)'] > 0]
data = data.dropna()
data = pd.get_dummies(data)
from sklearn.preprocessing import StandardScaler
scaler = StandardScaler()
data[['Wind Speed (m/s)', 'Wind Direction (°)']] = scaler.fit_transform(data[['Wind Speed (m/s)', 'Wind Direction (°)']])
print(data.head())
print(data.describe())