Python 3 ipykernel hangs on a particular line of code

Question

I tried training a Linear regression model using model.fit on jupyter notebook as usual but my kernel is not executing the particular line of code and no error message.

import numpy as np
import matplotlib.pyplot as plt
import pandas as pd
import seaborn as sns
dataset=pd.read_csv(r'C:\Users\USER\Downloads\melb_data.csv\melb_data.csv')
dataset.head()
col_to_use=['Suburb','Address','Rooms','Type','Price','Method','SellerG','Distance','Bedroom2','Car','Bathroom','Landsize','BuildingArea','CouncilArea','Regionname']
dataset=dataset[col_to_use]
dataset.head()

col_to_fill_zero=['CouncilArea','Car']
dataset[col_to_fill_zero]=dataset[col_to_fill_zero].fillna(0)

dataset=pd.get_dummies(dataset,drop_first=True
X=dataset.drop('Price', axis=1)
y=dataset['Price']
from sklearn.model_selection import train_test_split
X_train, X_test, y_train, y_test = train_test_split(X, y, test_size=0.3, random_state=2)

from sklearn.linear_model import LinearRegression
model=LinearRegression()
model.fit(X_train, y_train)

at this point it shows this [*] and doesn't execute. I tried interrupting and restarting the kernel still not working

Answer 1

How big is your dataset, maybe just testing only 10% or 20% of your data will help to check the code, and if you add %time at the beginning of the cell it shows the run time for that specific code