Linear Regression on Pandas DataFrame using Sklearn ( IndexError: tuple index out of range)

Question

I\'m new to Python and trying to perform linear regression using sklearn on a pandas dataframe. This is what I did:

data = pd.read_csv(\'xxxx.csv\')
<         


        

Answer 1

make predictions based on the result?

To predict,

lr = linear_model.LinearRegression().fit(X,Y)
lr.predict(X)

Is there any way I can view details of the regression?

The LinearRegression has coef_ and intercept_ attributes.

lr.coef_
lr.intercept_

show the slope and intercept.