Step 1: Understand the nickname.
Manchester in England was famous as a textile manufacturing city, so 'Manchester of Japan' is given to Japan's own leading textile and industrial city.
Step 2: Identify the city.
Osaka, a major industrial and textile manufacturing centre in Japan, carries this nickname.
Final Answer:
Osaka is known as the Manchester of Japan.\[ \boxed{\text{Osaka}} \]