I am currently working in Taiwan but holds a Philippine passport. Where can I apply for a China Tourist visa?

I am currently working in Taiwan but holds a Philippine passport and would like to go to China for a tour. Can I apply the China tourist visa here in Taiwan? or should i go back to Philippines to apply for a tourist visa? By the way, i plan to depart from Philippines (Manila to Shanghai flight) for the planned tour. Please advise. Thank you.