Website is not displaying all the products inside categories

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Hello Support:

Website is not displaying all the products inside categories

For example, the first category inside this page is “Colección Otoño 2016” that displays the number 20, for 20 products inside it.

Nevertheless, in the backend, the number of products inside the category are 64.

All the categories have this difference.

Using WordPress version 4.6.1. Expecting Front Page shop display to have the same products as the backend.

Please advice. I can provide admin access if needed.

Thanks