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python - Appending column totals to a Pandas DataFrame

I have a DataFrame with numerical values. What is the simplest way of appending a row (with a given index value) that represents the sum of each column?

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To add a Total column which is the sum across the row:

df['Total'] = df.sum(axis=1)

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