Snowflake in the same micro-environment does not guarantee that each arm grow the same; indeed, for some crystal forms it does not because the underlying crystal growth mechanism also affects how fast each surface region of a crystal grows. Empirical studies suggest less than 0.1% of snowflakes exhibit the ideal six-fold symmetric shape. Very occasionally twelve branched snowflakes are observed; they maintain the six-fold symmetry. Snowflakes form in a wide variety of intricate shapes, leading to the notion that "no two are alike". Although nearly-identical snowflakes have been made in laboratory, they are very unlikely to be found in nature. Initial
How We Do (song) It" becoming even bigger on pop radio only a few weeks after "How We Do" had peaked. Dr. Dre had produced "How We Do" during his time in N.W.A. The music video was directed by Hype Williams; it features cameos by Dr. Dre and Olivia. It showcases night shots of Los Angeles; as well as a Dodge Magnum, driven by The Game, and a Cadillac Escalade, driven by 50 Cent; as it finally cuts to a nightclub. Carmelo Anthony can be briefly seen towards the end, raising a glass of champagne. How We Do (song) "How We Do" is a