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Japan's Osaka, ranked 78th in the world after her third-round exit at the Australian Open, was rocked early in the first set when someone in the crowd yelled "Naomi, you suck."
Andreescu is the tournament's youngest winner since Serena Williams in 1999 and just the fourth unseeded player to lift the trophy after Williams, a returning Kim Clijsters in 2005 and Japan's Naomi Osaka last year.
Federer, seeded fourth as he pursues a record sixth title in the California desert, will battle 25-year-old Austrian Thiem, who is seeking his first title in one of the ATP's prestigious Masters 1000 events.
Former champions Roger Federer and Rafael Nadal edged closer to a blockbuster semi-final showdown at the ATP Indian Wells Masters on Wednesday with brisk fourth-round wins.
World number one Naomi Osaka crashed out of Indian Wells on Tuesday, routed by Belinda Bencic on a day that saw second-ranked Simona Halep sent packing, too.
Serena Williams's first tournament since the Australian Open came to an abrupt end on Sunday as the ailing 23-time Grand Slam champion retired from her third-round WTA match against Garbine Muguruza at Indian Wells.
Roger Federer might soon have to reset his goals for the year, seeing how well things are going for him.