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The imaginatively titled film takes Burton back to the more surreal films that started his career and takes a low but impressive $28.5 million for the weekend.
The Magnificent Seven falls from the top of the chart after only one week and after a second weekend of $15.7 million its total US gross is now $61.6 million.
Also new this week is Deepwater Horizons making its debut at number 2 with $20.6 million, Masterminds is also new at 6 with $6.6 million.
All of the summer big hitters have now left the top 10 so the longest staying film on the US box office is Don't Breathe at number 8 with 6 weeks.
Highest total grossing movie with Sully which has just gone over the $100 million mark and sits at number 5 this week.