The effect works just fine with thinner tubes and smaller magnets - I've done it using 15mm 'plumbing' copper pipes.
[edit2: A stripped wire, that is - not one with insulation -- which would be more suitable for making a spool]
You can try that with aluminium if cooper is too hard to get. You'll probably get better results.