Dear Sir/Madame

Could you please give me your advice about Chinese visa.
I am Kazakh citizen and I would like to flight from Australia to Kazakhstan via Guangzhou & Urumqi.
Also I am planning to stay in these towns for 1 day in each. Do I need a transit chinese visa and can I get Chinese visa in Australia?

Thanks in advance
Alex