How can I do this with Eloquent Relationship

I'm working on an Online Store project and I wanted to create Add To Favourite system for users to add products that they like to their favourite list.

So I have created a table named favourite_products which goes like this:

So the usr_id stands for user id and prd_id stands for product id.

Here is the User.php Model:

public function favourites()
    {
        return $this->belongsToMany(Product::class, 'favourite_products', 'usr_id', 'prd_id')->withTimestamps();
    }

And this the Product.php Model:

public function favouritees()
    {
        return $this->belongsToMany(User::class, 'favourite_products', 'prd_id', 'usr_id');
    }

Now I wanted to get all the data from this table.

So I tried adding this to the Controller:

public function index()
    {
        $favouriteProducts = FavouriteProduct::all();
        return view('admin.shop.favourites.all', compact('favouriteProducts'));
    }

Then in the Blade:

@foreach($favouriteProducts as $fav_pro)
    @php
        $member_info = \App\User::where($fav_pro->usr_id)->first();
        $product_info = \App\Shop\Product::find($fav_pro->prd_id);
    @endphp 
    <tr class="closest-tr">
        <td>{{ ++$menuCounter }}</td>
        <td>{{ $member_info->usr_name }}</td>
        <td>{{ $product_info->prd_name }}</td>
    </tr>
@endforeach

But I wanted to know that, how can I retrieve usr_name & prd_name by User and Product Models relationships? Therefore, I won't need to add the Model names in the view and get data there...

I tried these two at the Controller, but these are both wrong:

Product::whereHas('favouritees')->get(); // if two different users add same product, it returns only one of them

User::whereHas('favourites')->get(); // if a user add different products, it returns only one of them for the user

So the question is, how can I show all the results from favourite_products at a table with User or Product Many To Many relationship?

To get all the data (product and users that favorite that product) get all the product with the users related to them

$products = Product::whereHas('favouritees')->with('favouritees')->get(); 
// if two different users add same product, it returns only one of them but it will have two users in the relation favouritees

Then in you blade you can loop them

@foreach($products as $product)
    @foreach($product->favouritees as $user)    
        <tr class="closest-tr">
            <td>{{ ++$menuCounter }}</td>
            <td>{{ $user->usr_name }}</td>
            <td>{{ $product->prd_name }}</td>
        </tr>
    @endforeach
@endforeach