Science isn’t about ‘why’, which smuggles in the premise there is a mind behind the cosmos. Science should be about ‘what’ and ‘how’.
Science is most assuredly about why. Why do stars go supernova? How and why are inseparable. In the case of certain branches of pseudoscience, asking why, how, or even what gets you blacklisted because those questions are a threat.