Help! I have purple hands and nails from hair dye!!?

I dyed my friends hair tonight and she said it didn't stain but she was completely wrong! It was a purple tint on black but my hands look like the colour of gs! I have tried lemon juice with salt, nail varnish remover and the usual hard scrubbing. Help me! Any suggestions on how to get it off?