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selva86/Pandas_Challenge_7.py

Created May 19, 2021 11:21
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Pandas_Challenge_7.py
import pandas as pd
import numpy as np
df = pd.read_csv('Datasets\Titanic.csv').sample(50, random_state=100)
n_missing = np.random.randint(4, 15, 1)
for i in range(n_missing):
row = np.random.randint(1, df.shape[0])
df.at[row, "Age"] = pd.NA
for i in range(n_missing):
row = np.random.randint(1, df.shape[0])
df.at[row, "Fare"] = pd.NA
for i in range(n_missing):
row = np.random.randint(1, df.shape[0])
df.at[row, "Sex"] = pd.NA
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