Which group of minerals represents non-ferrous metals ?

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Q: 70 (RAS/2013)
Which group of minerals represents non-ferrous metals ?

question_subject: 

Science

question_exam: 

RAS

stats: 

0,104,70,104,11,33,26

keywords: 

{'minerals': [1, 0, 2, 6], 'iron ore': [4, 0, 2, 5], 'zinc': [1, 0, 0, 2], 'copper': [1, 0, 1, 1], 'pig iron': [0, 0, 0, 1], 'aluminium': [1, 0, 3, 2], 'nickel': [1, 0, 0, 0], 'steel': [0, 1, 1, 0], 'carbon steel': [0, 0, 0, 1], 'group': [0, 1, 0, 0]}