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What ~ in isin pandas method means&

Time:05-01

filtered_df = df[~df.index.isin(df_to_remove)]

What does this ~ reduction means? Found it in answers to the task? was written by smn smart))

CodePudding user response:

~ Operator performs a not logical operation bitwise, which means it takes a set of data and negates the condition that you are performing on your dataframe.

In your case, df.index.isin(df_to_remove) will return a certain set of values, like [True, False, True...]

With ~ operator, the output would be the logical negation, [False, True, False...] or just the negation of the original condition.

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