text_plain_output_1.png
import numpy as np

import pandas as pd

import os
data = pd.read_csv('/kaggle/input/heart-disease/heart.csv')

data.shape

data.columns

data.nunique()

data.dtypes

data.loc[data['ca'] == 4, 'ca'] = np.NaN

data['ca'].value_counts()