Machine Learning Code

Just Testing Site

A

Akshit Suthar

2/18/2026 · 6 views

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Tell the story behind the code.

   Age  Height  LungCap
0    9    57.0    3.124
1    8    67.5    3.172
2    7    54.5    3.160
3    9    53.0    2.674
4    9    57.0    3.685

(654, 3)

Age        0
Height     0
LungCap    0
dtype: int64

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import pandas as pd
import seaborn as sns
import matplotlib.pyplot as plt

python

df = pd.read_csv('LungCapData2.csv')
df.head()

python

df.shape

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df.isnull().sum()

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sns.pairplot(data=df)
plt.show()

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sns.heatmap(data=df.corr(),annot=True)
plt.show()

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x = df.iloc[:,:-1]
y = df['LungCap']

python