The spelling of this area of Taipei is usually spelt as above. Below are variations on what is phonetically pronouced:
The Chinese characters are identical for each variation, confirming that this is indeed the same place. I have also seen the spelling 'Dachih', 'Tajr', TaZhi, and the Hanyu Pinyin variation 'DaZhi', but have been unable to get a photograph.