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import jovian
jovian.commit()
[jovian] Detected Colab notebook... [jovian] Please enter your API key ( from https://jovian.ai/ ): API KEY:
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import seaborn as sns
sns.set_style()
df = pd.read_csv('train_strokes.csv', encoding = 'utf-8')
df.head()
df.info()
<class 'pandas.core.frame.DataFrame'> RangeIndex: 43400 entries, 0 to 43399 Data columns (total 12 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 id 43400 non-null int64 1 gender 43400 non-null object 2 age 43400 non-null float64 3 hypertension 43400 non-null int64 4 heart_disease 43400 non-null int64 5 ever_married 43400 non-null object 6 work_type 43400 non-null object 7 Residence_type 43400 non-null object 8 avg_glucose_level 43400 non-null float64 9 bmi 41938 non-null float64 10 smoking_status 30108 non-null object 11 stroke 43400 non-null int64 dtypes: float64(3), int64(4), object(5) memory usage: 4.0+ MB