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Python pandas remove non-numeric characters from multiple columns

# Convert multiple columns to float when they contain non-numeric characters e.g. "R 5 000.00" -> 5000.00
df[['A','B','C','D']] = df[['A','B','C','D']].replace(regex=[r'\D+'], value="").astype(float)

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