Linear regression doesn't work on date data. Therefore we need to convert it into numerical value.The following code will convert the date into numerical value:
import datetime as dt
data_df['Date'] = pd.to_datetime(data_df['Date'])
data_df['Date']=data_df['Date'].map(dt.datetime.toordinal)