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pandas dataset with empty cells
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| import numpy as np | |
| import pandas as pd | |
| # Create a dictionary that we used to create our pandas DataFrame | |
| fake_dataset = {'Price':[1000,2109, np.nan], 'Size':[55,np.nan, 75], 'N of Rooms':[3, 2, 5]} | |
| pd = pd.DataFrame(fake_dataset) | |
| pd.dropna() | |
| pd.dropna(axis=1) | |
| x = pd.copy() | |
| x.dropna(inplace=True) | |
| pd.fillna(value=100, inplace=True) |
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