Boolean indexing on multiple pandas columns [duplicate]

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It is a precedence operator issue.

You should add extra parenthesis to make your multi condition test working:

d[(d['x']>2) & (d['y']>7)]

This section of the tutorial you mentioned shows an example with several boolean conditions and the parenthesis are used.

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