How can I get rid of unnecessary items in my house?

My family and me lives in a big house with lots of items. Most of the items are unnecessary. It is very difficult for us to throw them away. Moreover, we are constantly buying new things. This has become a disease. How can I get rid of this? I want to have a house with few items, tidy and clean.

How can I get rid of unnecessary items in my house?
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