diff --git a/core/management/commands/clear_unwanted.py b/core/management/commands/clear_unwanted.py
new file mode 100644
index 00000000..5da7080b
--- /dev/null
+++ b/core/management/commands/clear_unwanted.py
@@ -0,0 +1,98 @@
+from collections import defaultdict
+
+from django.core.management.base import BaseCommand
+
+from core.models import Category, Product, Stock
+
+
+class Command(BaseCommand):
+    def handle(self, *args, **options):
+        self.stdout.write(self.style.SUCCESS("Starting clearing unwanted data..."))
+
+        # 1. Clean up duplicate Stock entries per product and vendor:
+        # Group stocks by (product, vendor)
+        stocks_by_group = defaultdict(list)
+        for stock in Stock.objects.all().order_by('modified'):
+            key = (stock.product_id, stock.vendor)
+            stocks_by_group[key].append(stock)
+
+        stock_deletions = []
+        for group in stocks_by_group.values():
+            if len(group) <= 1:
+                continue
+
+            # Split the group into admin-edited and never-edited
+            admin_edited = [s for s in group if s.modified > s.created]
+            if admin_edited:
+                # Keep the admin-edited stock with the latest modified
+                record_to_keep = max(admin_edited, key=lambda s: s.modified)
+            else:
+                # None were admin-edited; keep the one with the latest modified field
+                record_to_keep = max(group, key=lambda s: s.modified)
+
+            # Mark all stocks (except the designated one) for deletion.
+            for s in group:
+                if s.id != record_to_keep.id:
+                    stock_deletions.append(s.id)
+
+        if stock_deletions:
+            Stock.objects.filter(id__in=stock_deletions).delete()
+            self.stdout.write(
+                self.style.SUCCESS(f"Deleted {len(stock_deletions)} duplicate stock entries.")
+            )
+
+        # 2. Clean up duplicate Category entries based on name (case-insensitive)
+        category_groups = defaultdict(list)
+        for cat in Category.objects.all().order_by('modified'):
+            key = cat.name.lower()
+            category_groups[key].append(cat)
+
+        categories_to_delete = []
+        total_product_updates = 0
+        for cat_list in category_groups.values():
+            if len(cat_list) <= 1:
+                continue
+
+            # Check for admin-edited categories in this group.
+            admin_edited = [c for c in cat_list if c.modified > c.created]
+            if admin_edited:
+                keep_category = max(admin_edited, key=lambda c: c.modified)
+            else:
+                keep_category = max(cat_list, key=lambda c: c.modified)
+
+            for duplicate in cat_list:
+                if duplicate.id == keep_category.id:
+                    continue
+                total_product_updates += Product.objects.filter(category=duplicate).update(category=keep_category)
+                categories_to_delete.append(duplicate.id)
+
+        if categories_to_delete:
+            Category.objects.filter(id__in=categories_to_delete).delete()
+            self.stdout.write(
+                self.style.SUCCESS(
+                    f"Replaced category for {total_product_updates} product(s) "
+                    f"and deleted {len(categories_to_delete)} duplicate categories."
+                )
+            )
+
+        # 3. For Products without stocks: set is_active = False.
+        inactive_products = Product.objects.filter(stock__isnull=True)
+        count_inactive = inactive_products.count()
+        if count_inactive:
+            inactive_products.update(is_active=False)
+            self.stdout.write(self.style.SUCCESS(
+                f"Set {count_inactive} product(s) as inactive due to missing stocks."
+            ))
+
+        # 4. Delete stocks without an associated product.
+        orphan_stocks = Stock.objects.filter(product__isnull=True)
+        orphan_count = orphan_stocks.count()
+        if orphan_count:
+            orphan_stocks.delete()
+            self.stdout.write(
+                self.style.SUCCESS(f"Deleted {orphan_count} stock(s) without an associated product.")
+            )
+
+        self.stdout.write(self.style.SUCCESS(
+            "Started fetching products task in worker container without errors!"
+        ))