I wanted to standardize my array data, but it's showing zero values
This is my python code:
import pandas as pd
from sklearn.preprocessing import StandardScaler
sc = StandardScaler()
input_data = (10,168,74,0,0,38,0.537,34)
input_data_as_numpy_array = np.array(input_data)
print(input_data_as_numpy_array)
input_data_reshaped = input_data_as_numpy_array.reshape(1,-1)
print(input_data_reshaped)
standardized_x = sc.fit_transform(input_data_reshaped)
print(standardized_x)
Here's the screenshot of the output:
All the values are zero after standardizing the data, how do I resolve that? I'll appreciate the help.