Please tell me how to remove beeketing code in my theme completely?

Hi Zhao.

If you can’t find the snippet for beeketing, then probably the code for the app is still being loaded in content_for_header, even though the app was uninstalled. I’ve had this happen before with a client, with a different app. I recommend you try contacting shopify support, have them look at the store, and ask them to remove the code, that is what my client did.