Interpolation for a single point for x-y data from pandas dataframe

interpolate.py

import pandas as pd
import numpy as np

mydata = pd.DataFrame({
    "Temp":[10,20,30,40,50],
    "Data":[123,323,335,567,886]
})

point_to_interpolate = 33

interpolated_data = np.interp(x=point_to_interpolate, xp=mydata.Temp, fp=mydata.Data)
# Returns 404.6 which is same as (567-335)/10*3+335