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ian-whitestone/missing.py

Created September 14, 2018 18:30
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Pandas missing values summary
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missing.py
# Source: https://towardsdatascience.com/a-data-science-for-good-machine-learning-project-walk-through-in-python-part-one-1977dd701dbc
import pandas as pd
# Number of missing in each column
missing = pd.DataFrame(data.isnull().sum()).rename(columns = {0: 'total'})
# Create a percentage missing
missing['percent'] = missing['total'] / len(data)
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