Do I need a visa if my international flight from KZ has an internal flight in China

I can buy a ticket from Astana to Urumqi to Guangzhou to Auckland(NZ). The layovers in china are 3 hours and 5 hours respectively. I hold an NZ passport. Do I need any sort of visa?