{ "format": "dataset-manifest/1", "slug": "ecommerce-sample-database", "version": 1, "seed": "flagship:ecommerce-sample-database:1k", "engine": 2, "engineVersion": "1.0.0", "spec": { "format": "dataset/1", "engine": 2, "slug": "ecommerce-sample-database", "name": "E-commerce sample database", "tagline": "Customers, products, carts, orders, payments, shipments and returns for an online store, with reviews and support.", "description": "A US online store over five years: customers sign up, fill carts and wish lists, and place orders that are paid, shipped and sometimes returned. Every order line is priced at its product price; an order subtotal is the sum of its lines, tax is 8% of each line, a coupon takes a fixed amount off but never more than the subtotal, shipping is the chosen method rate, and the total is subtotal less discount plus tax plus shipping -- which is what the payment charged, to the cent. Shipments leave after the order and arrive after they leave, and a return sends a whole line back within a month of the order. An order with no lines is an abandoned checkout and totals its shipping alone.", "domain": "ecommerce", "shape": "transactional", "useCases": [ "sql-practice", "bi-dashboards", "test-fixtures" ], "keywords": [ "ecommerce", "online store", "orders", "shopping cart", "sample database" ], "locale": "en_US", "license": "CC0-1.0", "version": 1, "seed": "flagship:ecommerce-sample-database", "tables": { "addresses": { "description": "Rows for the addresses table.", "rows": 90, "columns": { "id": { "kind": "pk" }, "city": { "kind": "place.city" }, "country_id": { "kind": "fk", "ref": "countries.id", "skew": "long-tail" }, "extended_address": { "kind": "pattern", "pattern": "[Apt ]###", "nullable": true, "nullRate": 0.7 }, "is_default_billing": { "kind": "bool", "trueRate": 0.7 }, "is_default_shipping": { "kind": "bool", "trueRate": 0.7 }, "postal_code": { "kind": "place.postcode" }, "state_province": { "kind": "place.regionCode" }, "street_address": { "kind": "location.streetAddress" }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "audit_logs": { "description": "Rows for the audit_logs table.", "rows": 20, "columns": { "id": { "kind": "pk" }, "action": { "kind": "enum", "values": [ "insert", "update", "delete" ], "weights": [ 40, 55, 5 ] }, "performed_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "business" }, "record_id": { "kind": "int", "min": 1, "max": 360000 }, "table_affected": { "kind": "enum", "values": [ "orders", "products", "users", "payments", "shipments" ], "weights": [ 35, 20, 15, 20, 10 ] }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "brands": { "description": "Rows for the brands table.", "rows": 40, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Sold here since launch", "Exclusive to this store", "Ships from the brand", "Made in the USA", "Imported" ] }, "logo_url": { "kind": "pattern", "pattern": "[https://cdn.example.com/brands/]####[.png]" }, "name": { "kind": "company.name" } } }, "cart_items": { "description": "Rows for the cart_items table.", "rows": 100, "columns": { "id": { "kind": "pk" }, "added_at": { "kind": "datetime", "after": "cart_id.created_at", "withinDays": 10, "dayProfile": "waking" }, "cart_id": { "kind": "fk", "ref": "shopping_carts.id", "skew": "long-tail" }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "quantity": { "kind": "int", "min": 1, "max": 3 } } }, "categories": { "description": "Rows for the categories table.", "rows": 22, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Free shipping over $35", "Bestsellers", "New arrivals weekly", "Clearance" ] }, "name": { "kind": "enum", "values": [ "Books", "Movies", "Music", "Games", "Electronics", "Computers", "Home", "Garden", "Tools", "Grocery", "Health", "Beauty", "Toys", "Kids", "Baby", "Clothing", "Shoes", "Jewelry", "Sports", "Outdoors", "Automotive", "Office" ], "unique": true }, "parent_category_id": { "kind": "fk", "ref": "categories.id", "nullable": true, "nullRate": 1 }, "slug": { "kind": "slug", "from": "name", "unique": true } } }, "countries": { "description": "Rows for the countries table.", "rows": 1, "columns": { "id": { "kind": "pk" }, "code": { "kind": "constant", "value": "US" }, "name": { "kind": "constant", "value": "United States" } } }, "discount_coupons": { "description": "Rows for the discount_coupons table.", "rows": 80, "columns": { "id": { "kind": "pk" }, "code": { "kind": "pattern", "pattern": "[SAVE]-AA##", "unique": true }, "discount_type": { "kind": "constant", "value": "fixed_amount" }, "discount_value": { "kind": "decimal", "min": 5, "max": 30, "scale": 2 }, "ends_at": { "kind": "datetime", "after": "starts_at", "withinDays": 60 }, "is_active": { "kind": "bool", "trueRate": 0.4 }, "min_purchase_amount": { "kind": "constant", "value": 0 }, "starts_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-10-31" } } }, "order_items": { "description": "Rows for the order_items table.", "rows": 1000, "columns": { "id": { "kind": "pk" }, "discount_amount": { "kind": "constant", "value": 0 }, "order_id": { "kind": "fk", "ref": "orders.id", "skew": "flat" }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "quantity": { "kind": "int", "min": 1, "max": 3, "distribution": "long-tail" }, "tax_amount": { "kind": "decimal", "min": 0, "max": 39, "scale": 2 }, "unit_price": { "kind": "copy", "from": "product_id.price" } } }, "order_returns": { "description": "Rows for the order_returns table.", "rows": 20, "columns": { "id": { "kind": "pk" }, "order_item_id": { "kind": "fk", "ref": "order_items.id", "unique": true }, "processed_at": { "kind": "datetime", "after": "requested_at", "withinDays": 10, "dayProfile": "business" }, "quantity": { "kind": "int", "min": 0, "max": 3 }, "reason_id": { "kind": "fk", "ref": "return_reasons.id", "skew": "long-tail" }, "requested_at": { "kind": "datetime", "from": "2021-01-15", "to": "2025-12-31", "dayProfile": "waking" }, "status": { "kind": "enum", "values": [ "refunded", "approved", "requested", "rejected" ], "weights": [ 70, 10, 10, 10 ] } } }, "order_statuses": { "description": "Rows for the order_statuses table.", "rows": 6, "columns": { "id": { "kind": "pk" }, "description": { "kind": "enum", "values": [ "Waiting on the customer", "In the warehouse", "With the carrier", "Closed" ] }, "status_name": { "kind": "enum", "values": [ "pending", "paid", "shipped", "delivered", "cancelled", "refunded" ], "unique": true } } }, "orders": { "description": "Rows for the orders table.", "rows": 360, "columns": { "id": { "kind": "pk" }, "billing_address_id": { "kind": "fk", "ref": "addresses.id", "skew": "long-tail" }, "coupon_id": { "kind": "fk", "ref": "discount_coupons.id", "nullable": true, "nullRate": 0.85 }, "created_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "trend": "growing", "dayProfile": "waking" }, "discount_amount": { "kind": "decimal", "min": 0, "max": 30, "scale": 2, "distribution": "long-tail" }, "order_status_id": { "kind": "fk", "ref": "order_statuses.id", "skew": "long-tail" }, "shipping_address_id": { "kind": "fk", "ref": "addresses.id", "skew": "long-tail" }, "shipping_cost": { "kind": "decimal", "min": 0, "max": 30, "scale": 2, "distribution": "long-tail" }, "shipping_method_id": { "kind": "fk", "ref": "shipping_methods.id", "skew": "long-tail" }, "subtotal": { "kind": "decimal", "min": 0, "max": 10000, "scale": 2 }, "tax_amount": { "kind": "decimal", "min": 0, "max": 10000, "scale": 2, "distribution": "long-tail" }, "total": { "kind": "decimal", "min": 0, "max": 1049, "scale": 2, "distribution": "long-tail" }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "payment_methods": { "description": "Rows for the payment_methods table.", "rows": 5, "columns": { "id": { "kind": "pk" }, "name": { "kind": "enum", "values": [ "credit_card", "debit_card", "digital_wallet", "gift_card", "bank_transfer" ], "unique": true } } }, "payments": { "description": "Rows for the payments table.", "rows": 350, "columns": { "id": { "kind": "pk" }, "amount": { "kind": "decimal", "min": 0, "max": 1049, "scale": 2, "distribution": "long-tail" }, "order_id": { "kind": "fk", "ref": "orders.id", "unique": true }, "payment_method_id": { "kind": "fk", "ref": "payment_methods.id", "skew": "long-tail" }, "processed_at": { "kind": "datetime", "after": "order_id.created_at", "withinSeconds": 600 }, "status": { "kind": "enum", "values": [ "completed", "failed", "refunded" ], "weights": [ 96, 2, 2 ] }, "transaction_reference": { "kind": "pattern", "pattern": "[PAY]-############", "unique": true } } }, "product_attribute_values": { "description": "Rows for the product_attribute_values table.", "rows": 1200, "columns": { "id": { "kind": "pk" }, "attribute_id": { "kind": "fk", "ref": "product_attributes.id", "skew": "long-tail" }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "value": { "kind": "color.human" } } }, "product_attributes": { "description": "Rows for the product_attributes table.", "rows": 4, "columns": { "id": { "kind": "pk" }, "name": { "kind": "enum", "values": [ "color", "finish", "accent_color", "trim_color" ], "unique": true }, "type": { "kind": "constant", "value": "text" } } }, "product_images": { "description": "Rows for the product_images table.", "rows": 1000, "columns": { "id": { "kind": "pk" }, "alt_text": { "kind": "enum", "values": [ "Front view", "Side view", "In use", "Packaging", "Close-up detail" ] }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "sort_order": { "kind": "int", "min": 1, "max": 6 }, "url": { "kind": "pattern", "pattern": "[https://cdn.example.com/p/]########[.jpg]", "unique": true } } }, "product_inventories": { "description": "Rows for the product_inventories table.", "rows": 1200, "columns": { "id": { "kind": "pk" }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "quantity_on_hand": { "kind": "int", "min": 0, "max": 500, "distribution": "long-tail" }, "quantity_reserved": { "kind": "int", "min": 0, "max": 20 }, "reorder_level": { "kind": "int", "min": 5, "max": 50 }, "warehouse_id": { "kind": "fk", "ref": "warehouses.id", "skew": "long-tail" } } }, "product_reviews": { "description": "Rows for the product_reviews table.", "rows": 60, "columns": { "id": { "kind": "pk" }, "comment": { "kind": "enum", "values": [ "Fast delivery and well packed.", "Quality is fine for the price.", "Sizing runs small.", "Stopped working after a month.", "Looks just like the photos.", "Instructions were unclear.", "Bought a second one as a gift.", "Returned it for a different colour." ], "nullable": true, "nullRate": 0.25 }, "created_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "waking" }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "rating": { "kind": "int", "min": 1, "max": 5, "distribution": "high" }, "title": { "kind": "enum", "values": [ "Does the job", "Better than expected", "Not for me", "Great value", "Would buy again", "Arrived damaged", "Smaller than it looks", "Exactly as described" ] }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "products": { "description": "Rows for the products table.", "rows": 400, "columns": { "id": { "kind": "pk" }, "brand_id": { "kind": "fk", "ref": "brands.id", "skew": "long-tail" }, "category_id": { "kind": "fk", "ref": "categories.id", "skew": "long-tail" }, "compare_at_price": { "kind": "decimal", "min": 0, "max": 220, "scale": 2, "nullable": true, "nullRate": 0.6 }, "created_at": { "kind": "datetime", "from": "2019-01-01", "to": "2025-06-30" }, "description": { "kind": "enum", "values": [ "Ships in one business day", "Limited stock", "Customer favourite", "Eligible for free returns", "New this season" ] }, "is_active": { "kind": "bool", "trueRate": 0.92 }, "name": { "kind": "commerce.productName" }, "price": { "kind": "decimal", "min": 3, "max": 160, "scale": 2, "distribution": "long-tail" }, "sku": { "kind": "pattern", "pattern": "[SKU]-AAA-####", "unique": true }, "slug": { "kind": "pattern", "pattern": "[p-]xxxxxxxx", "unique": true } } }, "return_reasons": { "description": "Rows for the return_reasons table.", "rows": 6, "columns": { "id": { "kind": "pk" }, "reason_text": { "type": "varchar(255)", "kind": "enum", "values": [ "Arrived damaged", "Wrong item sent", "Does not fit", "Not as described", "Changed my mind", "Arrived too late" ], "unique": true } } }, "shipments": { "description": "Rows for the shipments table.", "rows": 340, "columns": { "id": { "kind": "pk" }, "delivered_at": { "kind": "datetime", "after": "shipped_at", "withinDays": 6, "dayProfile": "business" }, "order_id": { "kind": "fk", "ref": "orders.id", "unique": true }, "shipped_at": { "kind": "datetime", "after": "order_id.created_at", "withinDays": 3, "dayProfile": "business" }, "tracking_number": { "kind": "pattern", "pattern": "[1Z]################", "unique": true } } }, "shipping_methods": { "description": "Rows for the shipping_methods table.", "rows": 5, "columns": { "id": { "kind": "pk" }, "base_cost": { "kind": "decimal", "min": 0, "max": 35, "scale": 2 }, "carrier": { "kind": "enum", "values": [ "UPS", "FedEx", "USPS", "DHL", "In store" ] }, "estimated_days": { "kind": "int", "min": 1, "max": 7 }, "name": { "kind": "enum", "values": [ "standard", "expedited", "two_day", "overnight", "store_pickup" ], "unique": true } } }, "shopping_carts": { "description": "Rows for the shopping_carts table.", "rows": 60, "columns": { "id": { "kind": "pk" }, "created_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "waking" }, "updated_at": { "kind": "datetime", "after": "created_at", "withinDays": 10 }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "suppliers": { "description": "Rows for the suppliers table.", "rows": 30, "columns": { "id": { "kind": "pk" }, "contact_name": { "kind": "person.fullName" }, "email": { "kind": "internet.email" }, "name": { "kind": "company.name" }, "phone": { "kind": "phone.number" }, "website": { "kind": "internet.url" } } }, "support_messages": { "description": "Rows for the support_messages table.", "rows": 35, "columns": { "id": { "kind": "pk" }, "message": { "kind": "enum", "values": [ "Thanks, that worked.", "Can you check the tracking number?", "I have issued a refund to your card.", "Please send a photo of the damage.", "Your replacement ships today.", "I still have not received it." ] }, "sender_type": { "kind": "enum", "values": [ "customer", "agent" ], "weights": [ 52, 48 ] }, "sent_at": { "kind": "datetime", "after": "ticket_id.created_at", "withinDays": 5 }, "ticket_id": { "kind": "fk", "ref": "support_tickets.id", "skew": "long-tail" } } }, "support_tickets": { "description": "Rows for the support_tickets table.", "rows": 10, "columns": { "id": { "kind": "pk" }, "created_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31", "dayProfile": "waking" }, "priority": { "kind": "enum", "values": [ "low", "medium", "high" ], "weights": [ 40, 45, 15 ] }, "status": { "kind": "enum", "values": [ "open", "pending", "resolved", "closed" ], "weights": [ 6, 6, 30, 58 ] }, "subject": { "kind": "enum", "values": [ "Where is my order?", "Item arrived damaged", "Change my shipping address", "Refund not received", "Coupon did not apply", "Cannot sign in" ], "weights": [ 35, 15, 12, 15, 13, 10 ] }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } }, "tax_rates": { "description": "Rows for the tax_rates table.", "rows": 12, "columns": { "id": { "kind": "pk" }, "country_id": { "kind": "fk", "ref": "countries.id", "skew": "long-tail" }, "rate": { "kind": "decimal", "min": 0.02, "max": 0.1, "scale": 4 }, "state_province": { "kind": "place.regionCode" } } }, "users": { "description": "Rows for the users table.", "rows": 70, "columns": { "id": { "kind": "pk" }, "created_at": { "kind": "datetime", "from": "2019-01-01", "to": "2025-06-30", "trend": "growing" }, "email": { "kind": "internet.email", "from": { "firstName": "first_name", "lastName": "last_name" }, "unique": true }, "first_name": { "kind": "person.firstName" }, "last_name": { "kind": "person.lastName" }, "password_hash": { "kind": "pattern", "pattern": "[$2b$12$]xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx" }, "phone": { "kind": "phone.number" }, "updated_at": { "kind": "datetime", "after": "created_at", "withinDays": 400 } } }, "warehouses": { "description": "Rows for the warehouses table.", "rows": 6, "columns": { "id": { "kind": "pk" }, "address": { "kind": "location.streetAddress" }, "city": { "kind": "place.city" }, "country_id": { "kind": "fk", "ref": "countries.id", "skew": "long-tail" }, "name": { "kind": "enum", "values": [ "East Coast DC", "West Coast DC", "Midwest DC", "Southeast DC", "Texas DC", "Mountain DC" ], "unique": true } } }, "wishlist_items": { "description": "Rows for the wishlist_items table.", "rows": 60, "columns": { "id": { "kind": "pk" }, "added_at": { "kind": "datetime", "after": "wishlist_id.created_at", "withinDays": 200 }, "product_id": { "kind": "fk", "ref": "products.id", "skew": "long-tail" }, "wishlist_id": { "kind": "fk", "ref": "wishlists.id", "skew": "long-tail" } } }, "wishlists": { "description": "Rows for the wishlists table.", "rows": 30, "columns": { "id": { "kind": "pk" }, "created_at": { "kind": "datetime", "from": "2021-01-01", "to": "2025-12-31" }, "name": { "kind": "enum", "values": [ "Wish list", "Birthday", "Holiday gifts", "Home office", "Save for later" ], "weights": [ 50, 12, 18, 8, 12 ] }, "user_id": { "kind": "fk", "ref": "users.id", "skew": "long-tail" } } } } }, "counts": { "brands": 40, "categories": 22, "countries": 1, "discount_coupons": 80, "order_statuses": 6, "payment_methods": 5, "product_attributes": 4, "products": 400, "product_attribute_values": 1200, "product_images": 1000, "return_reasons": 6, "shipping_methods": 5, "suppliers": 30, "tax_rates": 12, "users": 70, "addresses": 90, "audit_logs": 20, "orders": 360, "order_items": 1000, "order_returns": 20, "payments": 350, "product_reviews": 60, "shipments": 340, "shopping_carts": 60, "cart_items": 100, "support_tickets": 10, "support_messages": 35, "warehouses": 6, "product_inventories": 1200, "wishlists": 30, "wishlist_items": 60 }, "artifacts": [ { "file": "csv/brands.csv", "format": "csv", "table": "brands", "key": "datasets/ecommerce-sample-database/v1/csv/brands.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/brands.csv", "bytes": 3323, "sha256": "588c2008aff4605a94ed64e4d740f3225c92647528e497deb1037f5b135859cf", "rows": 40, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/categories.csv", "format": "csv", "table": "categories", "key": "datasets/ecommerce-sample-database/v1/csv/categories.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/categories.csv", "bytes": 825, "sha256": "e6802e61a09bee2ff658485efa6d89951b8230b4beac1ccf3a10fc8b947195b9", "rows": 22, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/countries.csv", "format": "csv", "table": "countries", "key": "datasets/ecommerce-sample-database/v1/csv/countries.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/countries.csv", "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4", "rows": 1, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/discount_coupons.csv", "format": "csv", "table": "discount_coupons", "key": "datasets/ecommerce-sample-database/v1/csv/discount_coupons.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/discount_coupons.csv", "bytes": 6499, "sha256": "b28b6d4e3ddebb97330f440ccb15f7bb57cfa1d232e46fc40c5ec0930c92822a", "rows": 80, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/order_statuses.csv", "format": "csv", "table": "order_statuses", "key": "datasets/ecommerce-sample-database/v1/csv/order_statuses.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/order_statuses.csv", "bytes": 195, "sha256": "119cf8d708058878afee473bfdee13b307aa6f602777de06c8b5cf6cacec5e11", "rows": 6, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/payment_methods.csv", "format": "csv", "table": "payment_methods", "key": "datasets/ecommerce-sample-database/v1/csv/payment_methods.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/payment_methods.csv", "bytes": 86, "sha256": "196054dc4dd782fda912a244c48838cc713953ad81f73db481d40f951a3293f1", "rows": 5, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/product_attributes.csv", "format": "csv", "table": "product_attributes", "key": "datasets/ecommerce-sample-database/v1/csv/product_attributes.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/product_attributes.csv", "bytes": 83, "sha256": "8243e68f05100ff2d80e9bbecdae215f0d50b795b81dabd54fdae77ace2c563b", "rows": 4, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/products.csv", "format": "csv", "table": "products", "key": "datasets/ecommerce-sample-database/v1/csv/products.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/products.csv", "bytes": 43977, "sha256": "6087b1b7435f166e9e401761f7391f0badc478b077d0af3b1ac2d2a3637bf245", "rows": 400, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/product_attribute_values.csv", "format": "csv", "table": "product_attribute_values", "key": "datasets/ecommerce-sample-database/v1/csv/product_attribute_values.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/product_attribute_values.csv", "bytes": 20423, "sha256": "84a6767719c0ca608c0ccf788a7b48c824483a2e5348037ea9d09945053a5bee", "rows": 1200, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/product_images.csv", "format": "csv", "table": "product_images", "key": "datasets/ecommerce-sample-database/v1/csv/product_images.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/product_images.csv", "bytes": 60212, "sha256": "9c5e25a615f8be2bf3d67f216eb2010d1fff694e1d4a5b4f6336eed211a098dd", "rows": 1000, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/return_reasons.csv", "format": "csv", "table": "return_reasons", "key": "datasets/ecommerce-sample-database/v1/csv/return_reasons.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/return_reasons.csv", "bytes": 129, "sha256": "edb42b66de90cbe03b7baadb222ff3504d71a5c587ea7bc873ffedf5724a2abb", "rows": 6, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/shipping_methods.csv", "format": "csv", "table": "shipping_methods", "key": "datasets/ecommerce-sample-database/v1/csv/shipping_methods.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/shipping_methods.csv", "bytes": 175, "sha256": "af3df585229da30a197377bfa78adaff9a5daca97794d3f35367d927f28a7936", "rows": 5, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/suppliers.csv", "format": "csv", "table": "suppliers", "key": "datasets/ecommerce-sample-database/v1/csv/suppliers.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/suppliers.csv", "bytes": 3342, "sha256": "f1b90878a9a3de083591b84958f5ae5103799702dba3295c3ae4d12222f4887d", "rows": 30, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/tax_rates.csv", "format": "csv", "table": "tax_rates", "key": "datasets/ecommerce-sample-database/v1/csv/tax_rates.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/tax_rates.csv", "bytes": 218, "sha256": "7f949f18f8b2b84c9a1582e4eb21aa37196e37de9669dcc7710da6868d0f2551", "rows": 12, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/users.csv", "format": "csv", "table": "users", "key": "datasets/ecommerce-sample-database/v1/csv/users.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/users.csv", "bytes": 11430, "sha256": "0165465c6a00b7ddbd617216bcbedec619b397b6ba65ae3f7e1363e772d9f7f4", "rows": 70, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/addresses.csv", "format": "csv", "table": "addresses", "key": "datasets/ecommerce-sample-database/v1/csv/addresses.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/addresses.csv", "bytes": 5506, "sha256": "4bec58dfa3e54e36fcbf1a0f85f92a70898a673083cebdddf00ac6ae6e6b1b75", "rows": 90, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/audit_logs.csv", "format": "csv", "table": "audit_logs", "key": "datasets/ecommerce-sample-database/v1/csv/audit_logs.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/audit_logs.csv", "bytes": 1010, "sha256": "6730b1e25e736b29cb5eb828816faeaa3145a37839a22c026d55192f84918314", "rows": 20, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/orders.csv", "format": "csv", "table": "orders", "key": "datasets/ecommerce-sample-database/v1/csv/orders.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/orders.csv", "bytes": 23409, "sha256": "6d7bfa63ed8c55cbc9fd6ab7d97b353b9350e0a1541b530fe015ffa684e40602", "rows": 360, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/order_items.csv", "format": "csv", "table": "order_items", "key": "datasets/ecommerce-sample-database/v1/csv/order_items.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/order_items.csv", "bytes": 27204, "sha256": "49a5209db222af6e3fd1852b8ed737df3122472a545d1a323d1878c4b9f5a130", "rows": 1000, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/order_returns.csv", "format": "csv", "table": "order_returns", "key": "datasets/ecommerce-sample-database/v1/csv/order_returns.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/order_returns.csv", "bytes": 1282, "sha256": "be966c9212c66c6b669de4eab8396170d8264b223cc15ec47aca63255bafed9e", "rows": 20, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/payments.csv", "format": "csv", "table": "payments", "key": "datasets/ecommerce-sample-database/v1/csv/payments.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/payments.csv", "bytes": 22470, "sha256": "3164a2f494a3d489d44f21c100bf1a1feca2a03081c3c0b550a4b5a0dcdc169d", "rows": 350, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/product_reviews.csv", "format": "csv", "table": "product_reviews", "key": "datasets/ecommerce-sample-database/v1/csv/product_reviews.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/product_reviews.csv", "bytes": 4180, "sha256": "069ee80955a1acd90a78c0673636af5653f22c6655b64d4094edd483748f6eb1", "rows": 60, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/shipments.csv", "format": "csv", "table": "shipments", "key": "datasets/ecommerce-sample-database/v1/csv/shipments.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/shipments.csv", "bytes": 22961, "sha256": "712adc900d096c5fc5a667f2cf6422e6dd271400ecee56b1754dcc7aa896c8e4", "rows": 340, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/shopping_carts.csv", "format": "csv", "table": "shopping_carts", "key": "datasets/ecommerce-sample-database/v1/csv/shopping_carts.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/shopping_carts.csv", "bytes": 2821, "sha256": "6fc7d413eb0fb663eb0b2e8c2e8dddce5b9f212e323b4778aeece70f936f3695", "rows": 60, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/cart_items.csv", "format": "csv", "table": "cart_items", "key": "datasets/ecommerce-sample-database/v1/csv/cart_items.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/cart_items.csv", "bytes": 3206, "sha256": "8430cc4a475fbad83b8d75765c35990c9a18f11f80cda55f35d12f577eb2ad0a", "rows": 100, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/support_tickets.csv", "format": "csv", "table": "support_tickets", "key": "datasets/ecommerce-sample-database/v1/csv/support_tickets.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/support_tickets.csv", "bytes": 623, "sha256": "71a3ca5046dae98355399a8278484fb9c0775f98d0c1c2413d81ba23c6c48240", "rows": 10, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/support_messages.csv", "format": "csv", "table": "support_messages", "key": "datasets/ecommerce-sample-database/v1/csv/support_messages.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/support_messages.csv", "bytes": 2304, "sha256": "969a0632e028e4c8ed35d8d608396d5eb83e0794f6dd84c224489dc6cb3e73b3", "rows": 35, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/warehouses.csv", "format": "csv", "table": "warehouses", "key": "datasets/ecommerce-sample-database/v1/csv/warehouses.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/warehouses.csv", "bytes": 316, "sha256": "11ccc171d6ce9872545987aac6bea8a0ec6c584bdef1799778ad1021e68a3127", "rows": 6, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/product_inventories.csv", "format": "csv", "table": "product_inventories", "key": "datasets/ecommerce-sample-database/v1/csv/product_inventories.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/product_inventories.csv", "bytes": 23117, "sha256": "17e15c1aa777ff0354f0aa98e5f7cbdddbe7a99739e96fef9121cf27de0586e1", "rows": 1200, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/wishlists.csv", "format": "csv", "table": "wishlists", "key": "datasets/ecommerce-sample-database/v1/csv/wishlists.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/wishlists.csv", "bytes": 1156, "sha256": "2cb1a9e120bf965b9961cc549be0017617ad61883ffe3e70fae10d6fddccbb8c", "rows": 30, "contentType": "text/csv; charset=utf-8" }, { "file": "csv/wishlist_items.csv", "format": "csv", "table": "wishlist_items", "key": "datasets/ecommerce-sample-database/v1/csv/wishlist_items.csv", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/csv/wishlist_items.csv", "bytes": 1805, "sha256": "022d10540b70110eb8f3baeea4e46b0aaf0321568453c618a536708a51bdb86b", "rows": 60, "contentType": "text/csv; charset=utf-8" }, { "file": "ecommerce-sample-database.json", "format": "json", "table": null, "key": "datasets/ecommerce-sample-database/v1/ecommerce-sample-database.json", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/ecommerce-sample-database.json", "bytes": 1232417, "sha256": "67acd3071569d7361c9b9768376ca1d96413e789036d56f3d6d3c47d80b3feef", "rows": null, "contentType": "application/json; charset=utf-8" }, { "file": "sql/postgres.sql", "format": "sql-postgres", "table": null, "key": "datasets/ecommerce-sample-database/v1/sql/postgres.sql", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/sql/postgres.sql", "bytes": 412777, "sha256": "780ac2ede724949f15954c6514efb63e7d9e7e38a825ba030ac2c5e0104bc9fd", "rows": null, "contentType": "application/sql; charset=utf-8" }, { "file": "sql/mysql.sql", "format": "sql-mysql", "table": null, "key": "datasets/ecommerce-sample-database/v1/sql/mysql.sql", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/sql/mysql.sql", "bytes": 407616, "sha256": "af09470c698f44671a6f15c1ba9d6a9477e443d7c666c7be562349b5bb96c7e6", "rows": null, "contentType": "application/sql; charset=utf-8" }, { "file": "sql/mssql.sql", "format": "sql-mssql", "table": null, "key": "datasets/ecommerce-sample-database/v1/sql/mssql.sql", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/sql/mssql.sql", "bytes": 419111, "sha256": "0d15019a4622c6ec8d8f8360445b487650d7f511f509e0e259d98982f11153b3", "rows": null, "contentType": "application/sql; charset=utf-8" }, { "file": "sql/sqlite.sql", "format": "sql-sqlite", "table": null, "key": "datasets/ecommerce-sample-database/v1/sql/sqlite.sql", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/sql/sqlite.sql", "bytes": 405037, "sha256": "969ca2e5f121a46dfa3951b0ce5a2a9e266bf785a16e8238fb6f12f6c9fecf24", "rows": null, "contentType": "application/sql; charset=utf-8" }, { "file": "prisma/seed.ts", "format": "prisma-seed", "table": null, "key": "datasets/ecommerce-sample-database/v1/prisma/seed.ts", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/prisma/seed.ts", "bytes": 957519, "sha256": "79332a6728b876bb56649a6ca6767bc4bbf7e1a456973536bead333537b39615", "rows": null, "contentType": "application/typescript; charset=utf-8" }, { "file": "django/fixtures.json", "format": "django-fixture", "table": null, "key": "datasets/ecommerce-sample-database/v1/django/fixtures.json", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/django/fixtures.json", "bytes": 1527014, "sha256": "47e103827cea0984d7f50f81d042122ec7785535b9250dfeea294b4f47e10cfa", "rows": null, "contentType": "application/json; charset=utf-8" } ], "flagship": { "sizes": { "1k": { "rows": 6622, "counts": { "brands": 40, "categories": 22, "countries": 1, "discount_coupons": 80, "order_statuses": 6, "payment_methods": 5, "product_attributes": 4, "products": 400, "product_attribute_values": 1200, "product_images": 1000, "return_reasons": 6, "shipping_methods": 5, "suppliers": 30, "tax_rates": 12, "users": 70, "addresses": 90, "audit_logs": 20, "orders": 360, "order_items": 1000, "order_returns": 20, "payments": 350, "product_reviews": 60, "shipments": 340, "shopping_carts": 60, "cart_items": 100, "support_tickets": 10, "support_messages": 35, "warehouses": 6, "product_inventories": 1200, "wishlists": 30, "wishlist_items": 60 }, "notes": [], "downloads": [ { "format": "sql-postgres", "label": "PostgreSQL", "file": "flagship/1k/postgres.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/postgres.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/postgres.sql.gz", "bytes": 112077, "sha256": "40b9785fe473a21ba797688b75fb269afee546da053bc4bde6eeb32192284a2a", "raw": { "bytes": 417708, "sha256": "d95405d4953c78b7ddd79179646335bf78326ee7c67a7ec5e2873c54e473149f" }, "contentType": "application/gzip" }, { "format": "sql-mysql", "label": "MySQL", "file": "flagship/1k/mysql.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/mysql.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/mysql.sql.gz", "bytes": 111196, "sha256": "06ecc039e205e147a29c1bfbd5d063b29276898a5cf5d34ca0658de70c16cfa4", "raw": { "bytes": 412547, "sha256": "9bc0ac378d3dee5699aa7b2c173ef6877b21ef144adfd4d1353330ea7a84f138" }, "contentType": "application/gzip" }, { "format": "sql-sqlite", "label": "SQLite", "file": "flagship/1k/sqlite.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/sqlite.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/sqlite.sql.gz", "bytes": 110623, "sha256": "29741da2f8206c14e134d27d9d09ce07cbb677f612151c32f12e1bb76e8d5a37", "raw": { "bytes": 409968, "sha256": "9068f7d6f1f4bb0a3e2053271ce6b7b50e546a3ea02f8491410ff1ed55aa339a" }, "contentType": "application/gzip" }, { "format": "csv", "label": "CSV", "file": "flagship/1k/csv.zip", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/csv.zip", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/csv.zip", "bytes": 112434, "sha256": "e682335d646896f31914cf9da5d24d70ca897fa409eb1f87719d6228c9bc1ec0", "tables": { "addresses": { "bytes": 5506, "sha256": "4bec58dfa3e54e36fcbf1a0f85f92a70898a673083cebdddf00ac6ae6e6b1b75" }, "audit_logs": { "bytes": 1010, "sha256": "6730b1e25e736b29cb5eb828816faeaa3145a37839a22c026d55192f84918314" }, "brands": { "bytes": 3323, "sha256": "588c2008aff4605a94ed64e4d740f3225c92647528e497deb1037f5b135859cf" }, "cart_items": { "bytes": 3206, "sha256": "8430cc4a475fbad83b8d75765c35990c9a18f11f80cda55f35d12f577eb2ad0a" }, "categories": { "bytes": 825, "sha256": "e6802e61a09bee2ff658485efa6d89951b8230b4beac1ccf3a10fc8b947195b9" }, "countries": { "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4" }, "discount_coupons": { "bytes": 6499, "sha256": "b28b6d4e3ddebb97330f440ccb15f7bb57cfa1d232e46fc40c5ec0930c92822a" }, "order_items": { "bytes": 27204, "sha256": "49a5209db222af6e3fd1852b8ed737df3122472a545d1a323d1878c4b9f5a130" }, "order_returns": { "bytes": 1282, "sha256": "be966c9212c66c6b669de4eab8396170d8264b223cc15ec47aca63255bafed9e" }, "order_statuses": { "bytes": 195, "sha256": "119cf8d708058878afee473bfdee13b307aa6f602777de06c8b5cf6cacec5e11" }, "orders": { "bytes": 23409, "sha256": "6d7bfa63ed8c55cbc9fd6ab7d97b353b9350e0a1541b530fe015ffa684e40602" }, "payment_methods": { "bytes": 86, "sha256": "196054dc4dd782fda912a244c48838cc713953ad81f73db481d40f951a3293f1" }, "payments": { "bytes": 22470, "sha256": "3164a2f494a3d489d44f21c100bf1a1feca2a03081c3c0b550a4b5a0dcdc169d" }, "product_attribute_values": { "bytes": 20423, "sha256": "84a6767719c0ca608c0ccf788a7b48c824483a2e5348037ea9d09945053a5bee" }, "product_attributes": { "bytes": 83, "sha256": "8243e68f05100ff2d80e9bbecdae215f0d50b795b81dabd54fdae77ace2c563b" }, "product_images": { "bytes": 60212, "sha256": "9c5e25a615f8be2bf3d67f216eb2010d1fff694e1d4a5b4f6336eed211a098dd" }, "product_inventories": { "bytes": 23117, "sha256": "17e15c1aa777ff0354f0aa98e5f7cbdddbe7a99739e96fef9121cf27de0586e1" }, "product_reviews": { "bytes": 4180, "sha256": "069ee80955a1acd90a78c0673636af5653f22c6655b64d4094edd483748f6eb1" }, "products": { "bytes": 43977, "sha256": "6087b1b7435f166e9e401761f7391f0badc478b077d0af3b1ac2d2a3637bf245" }, "return_reasons": { "bytes": 129, "sha256": "edb42b66de90cbe03b7baadb222ff3504d71a5c587ea7bc873ffedf5724a2abb" }, "shipments": { "bytes": 22961, "sha256": "712adc900d096c5fc5a667f2cf6422e6dd271400ecee56b1754dcc7aa896c8e4" }, "shipping_methods": { "bytes": 175, "sha256": "af3df585229da30a197377bfa78adaff9a5daca97794d3f35367d927f28a7936" }, "shopping_carts": { "bytes": 2821, "sha256": "6fc7d413eb0fb663eb0b2e8c2e8dddce5b9f212e323b4778aeece70f936f3695" }, "suppliers": { "bytes": 3342, "sha256": "f1b90878a9a3de083591b84958f5ae5103799702dba3295c3ae4d12222f4887d" }, "support_messages": { "bytes": 2304, "sha256": "969a0632e028e4c8ed35d8d608396d5eb83e0794f6dd84c224489dc6cb3e73b3" }, "support_tickets": { "bytes": 623, "sha256": "71a3ca5046dae98355399a8278484fb9c0775f98d0c1c2413d81ba23c6c48240" }, "tax_rates": { "bytes": 218, "sha256": "7f949f18f8b2b84c9a1582e4eb21aa37196e37de9669dcc7710da6868d0f2551" }, "users": { "bytes": 11430, "sha256": "0165465c6a00b7ddbd617216bcbedec619b397b6ba65ae3f7e1363e772d9f7f4" }, "warehouses": { "bytes": 316, "sha256": "11ccc171d6ce9872545987aac6bea8a0ec6c584bdef1799778ad1021e68a3127" }, "wishlist_items": { "bytes": 1805, "sha256": "022d10540b70110eb8f3baeea4e46b0aaf0321568453c618a536708a51bdb86b" }, "wishlists": { "bytes": 1156, "sha256": "2cb1a9e120bf965b9961cc549be0017617ad61883ffe3e70fae10d6fddccbb8c" } }, "contentType": "application/zip" } ], "checks": { "postgres": { "version": "18.3", "ok": true }, "sqlite": { "version": "3.53.1", "ok": true }, "notRun": [ { "engine": "MySQL", "note": "Written from the same rows; not loaded here, no MySQL server runs in the build." } ] }, "rules": [ { "name": "Every order line is priced at its product price", "violations": 0 }, { "name": "Every subtotal is the sum of its lines, and every tax the sum of 8% of each line", "violations": 0 }, { "name": "A coupon takes its value off, never more than the subtotal", "violations": 0 }, { "name": "Shipping is the method rate, and the total adds up", "violations": 0 }, { "name": "Every payment is its order total", "violations": 0 }, { "name": "A shipment leaves after its order and arrives after it leaves", "violations": 0 }, { "name": "A return sends back the whole line, after the order and before it is processed", "violations": 0 }, { "name": "A compare-at price is never below the price, and stock is never over-reserved", "violations": 0 } ], "dirty": { "report": { "rates": { "missing": 0.03, "typos": 0.03, "outliers": 0.005, "duplicates": 0.01 }, "tables": { "brands": { "duplicates": 1, "columns": { "description": { "missing": 2, "typos": 2, "outliers": 0 }, "logo_url": { "missing": 0, "typos": 1, "outliers": 0 }, "name": { "missing": 1, "typos": 2, "outliers": 0 } } }, "categories": { "duplicates": 0, "columns": { "description": { "missing": 1, "typos": 0, "outliers": 0 }, "name": { "missing": 1, "typos": 0, "outliers": 0 } } }, "discount_coupons": { "duplicates": 2, "columns": { "code": { "missing": 2, "typos": 3, "outliers": 0 }, "discount_type": { "missing": 3, "typos": 3, "outliers": 0 }, "discount_value": { "missing": 2, "typos": 0, "outliers": 1 }, "ends_at": { "missing": 2, "typos": 0, "outliers": 0 }, "is_active": { "missing": 2, "typos": 0, "outliers": 0 }, "min_purchase_amount": { "missing": 1, "typos": 0, "outliers": 0 }, "starts_at": { "missing": 2, "typos": 0, "outliers": 0 } } }, "product_attributes": { "duplicates": 0, "columns": { "name": { "missing": 0, "typos": 1, "outliers": 0 }, "type": { "missing": 1, "typos": 0, "outliers": 0 } } }, "products": { "duplicates": 4, "columns": { "compare_at_price": { "missing": 4, "typos": 0, "outliers": 1 }, "created_at": { "missing": 10, "typos": 0, "outliers": 0 }, "description": { "missing": 12, "typos": 10, "outliers": 0 }, "is_active": { "missing": 13, "typos": 0, "outliers": 0 }, "name": { "missing": 10, "typos": 13, "outliers": 0 }, "price": { "missing": 9, "typos": 0, "outliers": 3 }, "sku": { "missing": 7, "typos": 10, "outliers": 0 }, "slug": { "missing": 12, "typos": 10, "outliers": 0 } } }, "product_attribute_values": { "duplicates": 11, "columns": { "value": { "missing": 37, "typos": 36, "outliers": 0 } } }, "product_images": { "duplicates": 12, "columns": { "alt_text": { "missing": 30, "typos": 32, "outliers": 0 }, "sort_order": { "missing": 26, "typos": 0, "outliers": 3 }, "url": { "missing": 35, "typos": 34, "outliers": 0 } } }, "shipping_methods": { "duplicates": 0, "columns": { "carrier": { "missing": 0, "typos": 1, "outliers": 0 }, "name": { "missing": 1, "typos": 1, "outliers": 0 } } }, "suppliers": { "duplicates": 0, "columns": { "email": { "missing": 0, "typos": 1, "outliers": 0 }, "name": { "missing": 2, "typos": 1, "outliers": 0 } } }, "tax_rates": { "duplicates": 0, "columns": { "state_province": { "missing": 0, "typos": 2, "outliers": 0 } } }, "users": { "duplicates": 2, "columns": { "created_at": { "missing": 4, "typos": 0, "outliers": 0 }, "email": { "missing": 3, "typos": 2, "outliers": 0 }, "first_name": { "missing": 1, "typos": 5, "outliers": 0 }, "last_name": { "missing": 3, "typos": 1, "outliers": 0 }, "phone": { "missing": 3, "typos": 1, "outliers": 0 } } }, "addresses": { "duplicates": 0, "columns": { "city": { "missing": 1, "typos": 6, "outliers": 0 }, "extended_address": { "missing": 1, "typos": 2, "outliers": 0 }, "is_default_billing": { "missing": 6, "typos": 0, "outliers": 0 }, "is_default_shipping": { "missing": 3, "typos": 0, "outliers": 0 }, "postal_code": { "missing": 1, "typos": 0, "outliers": 0 }, "state_province": { "missing": 4, "typos": 3, "outliers": 0 }, "street_address": { "missing": 4, "typos": 5, "outliers": 0 } } }, "audit_logs": { "duplicates": 0, "columns": { "action": { "missing": 1, "typos": 1, "outliers": 0 }, "record_id": { "missing": 1, "typos": 0, "outliers": 0 } } }, "orders": { "duplicates": 0, "columns": { "created_at": { "missing": 10, "typos": 0, "outliers": 0 }, "discount_amount": { "missing": 14, "typos": 0, "outliers": 0 }, "shipping_cost": { "missing": 5, "typos": 0, "outliers": 2 }, "subtotal": { "missing": 8, "typos": 0, "outliers": 0 }, "tax_amount": { "missing": 12, "typos": 0, "outliers": 2 }, "total": { "missing": 14, "typos": 0, "outliers": 4 } } }, "order_items": { "duplicates": 13, "columns": { "discount_amount": { "missing": 37, "typos": 0, "outliers": 0 }, "quantity": { "missing": 32, "typos": 0, "outliers": 11 }, "tax_amount": { "missing": 25, "typos": 0, "outliers": 4 }, "unit_price": { "missing": 37, "typos": 0, "outliers": 5 } } }, "order_returns": { "duplicates": 0, "columns": { "processed_at": { "missing": 1, "typos": 0, "outliers": 0 }, "quantity": { "missing": 2, "typos": 0, "outliers": 0 }, "requested_at": { "missing": 1, "typos": 0, "outliers": 0 } } }, "payments": { "duplicates": 5, "columns": { "amount": { "missing": 10, "typos": 0, "outliers": 2 }, "processed_at": { "missing": 6, "typos": 0, "outliers": 0 }, "status": { "missing": 12, "typos": 9, "outliers": 0 }, "transaction_reference": { "missing": 8, "typos": 9, "outliers": 0 } } }, "product_reviews": { "duplicates": 3, "columns": { "comment": { "missing": 0, "typos": 2, "outliers": 0 }, "created_at": { "missing": 3, "typos": 0, "outliers": 0 }, "rating": { "missing": 0, "typos": 0, "outliers": 1 }, "title": { "missing": 1, "typos": 2, "outliers": 0 } } }, "shipments": { "duplicates": 3, "columns": { "delivered_at": { "missing": 12, "typos": 0, "outliers": 0 }, "shipped_at": { "missing": 4, "typos": 0, "outliers": 0 }, "tracking_number": { "missing": 11, "typos": 5, "outliers": 0 } } }, "shopping_carts": { "duplicates": 1, "columns": { "created_at": { "missing": 2, "typos": 0, "outliers": 0 }, "updated_at": { "missing": 3, "typos": 0, "outliers": 0 } } }, "cart_items": { "duplicates": 3, "columns": { "added_at": { "missing": 2, "typos": 0, "outliers": 0 }, "quantity": { "missing": 2, "typos": 0, "outliers": 0 } } }, "support_tickets": { "duplicates": 0, "columns": { "status": { "missing": 1, "typos": 2, "outliers": 0 }, "subject": { "missing": 1, "typos": 0, "outliers": 0 } } }, "support_messages": { "duplicates": 0, "columns": { "message": { "missing": 0, "typos": 2, "outliers": 0 }, "sender_type": { "missing": 3, "typos": 2, "outliers": 0 } } }, "warehouses": { "duplicates": 0, "columns": { "address": { "missing": 0, "typos": 1, "outliers": 0 }, "name": { "missing": 1, "typos": 0, "outliers": 0 } } }, "product_inventories": { "duplicates": 13, "columns": { "quantity_on_hand": { "missing": 36, "typos": 0, "outliers": 8 }, "quantity_reserved": { "missing": 27, "typos": 0, "outliers": 5 }, "reorder_level": { "missing": 29, "typos": 0, "outliers": 6 } } }, "wishlists": { "duplicates": 0, "columns": { "created_at": { "missing": 2, "typos": 0, "outliers": 0 }, "name": { "missing": 0, "typos": 2, "outliers": 0 } } }, "wishlist_items": { "duplicates": 0, "columns": { "added_at": { "missing": 4, "typos": 0, "outliers": 0 } } } }, "totals": { "missing": 642, "typos": 225, "outliers": 58, "duplicates": 73 } }, "downloads": [ { "format": "dirty-sql-postgres", "label": "PostgreSQL, with faults", "file": "flagship/1k/dirty-postgres.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/dirty-postgres.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/dirty-postgres.sql.gz", "bytes": 111796, "sha256": "05283ba34c4027cf1d829b4343fed5e91468e10c4f92c832ad954146ed474d25", "raw": { "bytes": 412803, "sha256": "e3a650f61ce8cd8909ea53b603da313d66ae767263af960e7aaac1fae251e385" }, "contentType": "application/gzip" }, { "format": "dirty-csv", "label": "CSV, with faults", "file": "flagship/1k/dirty-csv.zip", "key": "datasets/ecommerce-sample-database/v1/flagship/1k/dirty-csv.zip", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1k/dirty-csv.zip", "bytes": 113282, "sha256": "6d988b41a5738ef3861853e7e45f6de0e71fd6c12f25eb8d9fdf7f0da81e3f94", "tables": { "addresses": { "bytes": 5382, "sha256": "308285b882d38ba1560b34b7ced748f9fdfe27ce648c902c7afc2dd90880b57a" }, "audit_logs": { "bytes": 1001, "sha256": "23d3131c34fe2a768048869bdc55b6f0f9b71cb807ea2e70c9b3d9b214876d01" }, "brands": { "bytes": 3361, "sha256": "d9a57e7dd130538a2e53c086375a5758f53c8ab665348cb3d98ba0b8f538947b" }, "cart_items": { "bytes": 3265, "sha256": "ec43d9c5d529a66cf50d4688f0c8d18e698c49ffc383c946864b85c20a13e04c" }, "categories": { "bytes": 800, "sha256": "63c8ddfe9d3ebc67f5a518725f672f4c4301e98d3bcfaea04a438b8001a8595a" }, "countries": { "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4" }, "discount_coupons": { "bytes": 6517, "sha256": "41ba69c5a0c7fb26ddbdbd07a0c2184e1aecfd26ca9502a1d356e6268358d4fa" }, "order_items": { "bytes": 27227, "sha256": "759fe3bd5ef4cecfd3ebba489657a0cd609d478c00c4aa6a98389d13a30a8f91" }, "order_returns": { "bytes": 1242, "sha256": "399e5c510157900736961e20f3cfa499be93e9d1bd3c3e61468246e037a9d838" }, "order_statuses": { "bytes": 195, "sha256": "119cf8d708058878afee473bfdee13b307aa6f602777de06c8b5cf6cacec5e11" }, "orders": { "bytes": 23007, "sha256": "c497e558e54971c629341daf30b7974e98889d75c263b0a4853a59ac686a29db" }, "payment_methods": { "bytes": 86, "sha256": "196054dc4dd782fda912a244c48838cc713953ad81f73db481d40f951a3293f1" }, "payments": { "bytes": 22405, "sha256": "ce0a77614d4ec7b56f02c98a8b497d6726bc721fdb016b68a123b7200098d321" }, "product_attribute_values": { "bytes": 20441, "sha256": "09ce92df7e3825a27eaaff9d689805a76c864d0c84def3033e50f1f9e382ba17" }, "product_attributes": { "bytes": 82, "sha256": "cfdc8e6b0c17e0bc3849f9470fdf066d2bcc6917f6258b2f18eaf6bda7a64b22" }, "product_images": { "bytes": 59406, "sha256": "1754a16898cf3834413febb262461707a552af4fd79030e408f8a354da7a4b4c" }, "product_inventories": { "bytes": 23213, "sha256": "bb697a224af6b4818440312bfc4a1947c8261c4967b3dcf3fee16d03fc185c7a" }, "product_reviews": { "bytes": 4319, "sha256": "79199770446638a342815e5ec36f4cc0eab80d38b6ce225f3aacb0648e11775a" }, "products": { "bytes": 43503, "sha256": "2bbf7beeb0085bb41b876c4ff8a5c6b764dab08f33b709b1ae359b1d7b9cd0a5" }, "return_reasons": { "bytes": 129, "sha256": "edb42b66de90cbe03b7baadb222ff3504d71a5c587ea7bc873ffedf5724a2abb" }, "shipments": { "bytes": 22668, "sha256": "38569f01a4a61321c3a5d5672f2f0123b9a81b256de25a932df0fdf84363ba7a" }, "shipping_methods": { "bytes": 171, "sha256": "2f22c353709f7b4e389682349277a01a4eebfd5da69ff1dc024f8e88c1464c0c" }, "shopping_carts": { "bytes": 2773, "sha256": "c39d698b55a7b2db793f98cab3d9d2c4b2f3a8e46e5d171cfa34306adb89024c" }, "suppliers": { "bytes": 3291, "sha256": "7fafa3bcca5f3273b70be483e4fbea212f173eb904c8d02aa982f0186cbc6ad7" }, "support_messages": { "bytes": 2295, "sha256": "ad5423e0de999b00a34279f70537c0d801f5fcafbe1d353cc26bbba12d37580c" }, "support_tickets": { "bytes": 600, "sha256": "237e639265baa4579e356b530d562be6e521e4dda65cc5f0c3336d44150238f4" }, "tax_rates": { "bytes": 218, "sha256": "8d1c95e6e90e41fbef640b4c600191a033599b489aaf210c8e673e483df33ffa" }, "users": { "bytes": 11509, "sha256": "e6b7ffd74baeff7294d0d51c0858ad8ee7487e66abff13b4e138d06847f4a35f" }, "warehouses": { "bytes": 306, "sha256": "889f74d117889c366615aae11c0fe695a809f93e17c2b55e027207c9fd5f910a" }, "wishlist_items": { "bytes": 1729, "sha256": "94d1c65cea8483a87e5dc320c6a666a145f7d49a145b434f9a118b3185724dc7" }, "wishlists": { "bytes": 1121, "sha256": "7480f3f3a7c259d22c84f8553694d6783aa0abcff55600af59d9917429c6f4e7" } }, "contentType": "application/zip" } ] } }, "100k": { "rows": 264517, "counts": { "brands": 40, "categories": 22, "countries": 1, "discount_coupons": 80, "order_statuses": 6, "payment_methods": 5, "product_attributes": 4, "products": 400, "product_attribute_values": 1200, "product_images": 1000, "return_reasons": 6, "shipping_methods": 5, "suppliers": 30, "tax_rates": 12, "users": 7000, "addresses": 9000, "audit_logs": 2000, "orders": 36000, "order_items": 100000, "order_returns": 2000, "payments": 35000, "product_reviews": 6000, "shipments": 34000, "shopping_carts": 6000, "cart_items": 10000, "support_tickets": 1000, "support_messages": 3500, "warehouses": 6, "product_inventories": 1200, "wishlists": 3000, "wishlist_items": 6000 }, "notes": [], "downloads": [ { "format": "sql-postgres", "label": "PostgreSQL", "file": "flagship/100k/postgres.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/postgres.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/postgres.sql.gz", "bytes": 5277041, "sha256": "d441f4a2aa0299dfada624781fae788bead9a7e512223d5b465ca62d0da276f8", "raw": { "bytes": 18787700, "sha256": "a5447ff7bf7bad43cb7a94162189720c3c94e57df32e6fc5f4444525a45e6e69" }, "contentType": "application/gzip" }, { "format": "sql-mysql", "label": "MySQL", "file": "flagship/100k/mysql.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/mysql.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/mysql.sql.gz", "bytes": 5271316, "sha256": "353e0254bd33377c47bcc7618d69c6272be93fd19859edb2f6f93761b3ef1303", "raw": { "bytes": 18723724, "sha256": "1dec9cd3b6ee233509ce4af74f07f20fc6fe9ecf76a34eb14c8016a88b075dfe" }, "contentType": "application/gzip" }, { "format": "sql-sqlite", "label": "SQLite", "file": "flagship/100k/sqlite.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/sqlite.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/sqlite.sql.gz", "bytes": 5270593, "sha256": "4f74c58aefd5a09c678d28173e2c216324ded07e5437d191dfa8d91fbdd736c7", "raw": { "bytes": 18721145, "sha256": "3037404ce0c8483c8df92cd0e54b205c3f4a4c8265edb8d553cb71695e4cf2df" }, "contentType": "application/gzip" }, { "format": "csv", "label": "CSV", "file": "flagship/100k/csv.zip", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/csv.zip", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/csv.zip", "bytes": 5333160, "sha256": "80f72ef697e51d602c12563e7b6ff2811ae3b42f045996c410258bd8b048e73c", "tables": { "addresses": { "bytes": 570450, "sha256": "e45193354f629af7560538e4d5c2cc3ed64a7fcb1b2ddb2c0de4ffff8795c7a6" }, "audit_logs": { "bytes": 103217, "sha256": "2f8df46d25acf1de47500df243e68d240c6dfb7e189fab3da2cc5583e6d718af" }, "brands": { "bytes": 3283, "sha256": "bbf50b97d1aa72c44cd3bbace1151b5eeae63eb2c6e0f9d9c45106e6227d8f76" }, "cart_items": { "bytes": 356792, "sha256": "34dc7e76af6ac2b7cdd32ccabfb384fa295ea38d745d30ad68c5821c4427d3d2" }, "categories": { "bytes": 808, "sha256": "13e737c409e99336348d94fe3c3af05f606304b08df91a60991e93ac95df1a82" }, "countries": { "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4" }, "discount_coupons": { "bytes": 6508, "sha256": "ebe2e477fd38f7055cb906030207cc89d44f6091c23810a7d64a110e5fee0593" }, "order_items": { "bytes": 3117535, "sha256": "338ff547b86b1d8aae08b543485c58216576de780a13f7ac462ff3fc8819fafb" }, "order_returns": { "bytes": 128918, "sha256": "a1d7e9476562584c0712c17ebfab8fa3c835ea7c957c9183d6de75380650aafc" }, "order_statuses": { "bytes": 175, "sha256": "6aa3287f38d2989619ed268b30c5b4153281ee1ceb0ece6fbbeb392c7637630a" }, "orders": { "bytes": 2573384, "sha256": "424e17d54a20dd426ad893bf36fe9e82c86237f6c90ab4ad0282eab9b359ab8e" }, "payment_methods": { "bytes": 86, "sha256": "56278e7453083be4018d760be1404a37d0cbd14e61622d0f42b94720ea6fc61c" }, "payments": { "bytes": 2376569, "sha256": "e87525763835bfb822f549b476d924e5740bf73a75e157769de4a4b0104f9ee5" }, "product_attribute_values": { "bytes": 20401, "sha256": "eabdfbd21f3111721b38fdfce42dec44aa27448dfc07cba42db747036da06397" }, "product_attributes": { "bytes": 83, "sha256": "8bb61752b65ff0bc6ddaccfc05709e62f07f13af05f4400619fa5ccf39eff2a3" }, "product_images": { "bytes": 60111, "sha256": "cdd4e45704c982f4dc96186bb2a1be9dadff0f6ff7c26b8ea9dea1869a6ffc1d" }, "product_inventories": { "bytes": 23135, "sha256": "e3d37afa9afe766d66414b99b7e4e5056defc3f49f620775945d957ca8d1dde8" }, "product_reviews": { "bytes": 445819, "sha256": "7156ef78d3fd469b604cb732291c89ffe44205211eaf176870ed23da3bb6d8e9" }, "products": { "bytes": 43834, "sha256": "de914baec083ec39f4fc4e639a02382228e8d3268e74e3d48b2247ac99c762fc" }, "return_reasons": { "bytes": 129, "sha256": "060204c31a56275751d90d0d827da33b5c958bf2024002a77f02280dad99cca1" }, "shipments": { "bytes": 2426433, "sha256": "6aa8a43adba6c4a362bfba37fa3c3e9097082e64308b8453ed5a42d428fc283c" }, "shipping_methods": { "bytes": 173, "sha256": "48ef6aa33281bd6ab6932fb698481765d08a2375025900c823a11283cf3cc72a" }, "shopping_carts": { "bytes": 301759, "sha256": "45420cd56c1d9e91038d6b2fa2b65b0b26498dcf5ca5d828e838057ad858cbed" }, "suppliers": { "bytes": 3339, "sha256": "a71c368c868ef99651241262c03e88ba330669438314ef97c03ad453d4663e86" }, "support_messages": { "bytes": 240319, "sha256": "218fd333442fd3461de3b2bdbb142c752b55391120c66a9d5b716c41e1d50d8a" }, "support_tickets": { "bytes": 62694, "sha256": "8a769ed4b042ec55c0acdf1ce80e28db21daeb7f3bb69365f3bb5ac7b360ddd5" }, "tax_rates": { "bytes": 218, "sha256": "97b5e6a822d50ef873699923e3f9f48e9038b7a7137b1887c06ebc6f6abecffe" }, "users": { "bytes": 1142202, "sha256": "7d8f94fe02b01962db3f8cd5e0ae36baa1b69ea11cd4d40a0966f4e0bd2d37a6" }, "warehouses": { "bytes": 294, "sha256": "8ddd975ce4ead1216c6174a7b29792fa988c7b594aa90794b6b0b6910fc2eb3a" }, "wishlist_items": { "bytes": 200289, "sha256": "cb71940091c78e8f4b987388e484f0afe3a7428508fbded3b3015310477f66b0" }, "wishlists": { "bytes": 124432, "sha256": "3fa908da311b87aa7fa7ef255be182027218aea411be6936549f320b45ff10e0" } }, "contentType": "application/zip" } ], "checks": { "postgres": { "version": "18.3", "ok": true }, "sqlite": { "version": "3.53.1", "ok": true }, "notRun": [ { "engine": "MySQL", "note": "Written from the same rows; not loaded here, no MySQL server runs in the build." } ] }, "rules": [ { "name": "Every order line is priced at its product price", "violations": 0 }, { "name": "Every subtotal is the sum of its lines, and every tax the sum of 8% of each line", "violations": 0 }, { "name": "A coupon takes its value off, never more than the subtotal", "violations": 0 }, { "name": "Shipping is the method rate, and the total adds up", "violations": 0 }, { "name": "Every payment is its order total", "violations": 0 }, { "name": "A shipment leaves after its order and arrives after it leaves", "violations": 0 }, { "name": "A return sends back the whole line, after the order and before it is processed", "violations": 0 }, { "name": "A compare-at price is never below the price, and stock is never over-reserved", "violations": 0 } ], "dirty": { "report": { "rates": { "missing": 0.03, "typos": 0.03, "outliers": 0.005, "duplicates": 0.01 }, "tables": { "brands": { "duplicates": 0, "columns": { "description": { "missing": 1, "typos": 3, "outliers": 0 }, "logo_url": { "missing": 1, "typos": 1, "outliers": 0 }, "name": { "missing": 0, "typos": 1, "outliers": 0 } } }, "categories": { "duplicates": 1, "columns": { "description": { "missing": 0, "typos": 1, "outliers": 0 }, "name": { "missing": 2, "typos": 0, "outliers": 0 }, "slug": { "missing": 1, "typos": 1, "outliers": 0 } } }, "discount_coupons": { "duplicates": 0, "columns": { "code": { "missing": 3, "typos": 4, "outliers": 0 }, "discount_type": { "missing": 0, "typos": 2, "outliers": 0 }, "discount_value": { "missing": 3, "typos": 0, "outliers": 0 }, "ends_at": { "missing": 3, "typos": 0, "outliers": 0 }, "is_active": { "missing": 2, "typos": 0, "outliers": 0 }, "min_purchase_amount": { "missing": 2, "typos": 0, "outliers": 0 }, "starts_at": { "missing": 2, "typos": 0, "outliers": 0 } } }, "order_statuses": { "duplicates": 0, "columns": { "description": { "missing": 1, "typos": 0, "outliers": 0 }, "status_name": { "missing": 1, "typos": 0, "outliers": 0 } } }, "product_attributes": { "duplicates": 0, "columns": { "type": { "missing": 1, "typos": 0, "outliers": 0 } } }, "products": { "duplicates": 3, "columns": { "compare_at_price": { "missing": 0, "typos": 0, "outliers": 1 }, "created_at": { "missing": 9, "typos": 0, "outliers": 0 }, "description": { "missing": 15, "typos": 8, "outliers": 0 }, "is_active": { "missing": 11, "typos": 0, "outliers": 0 }, "name": { "missing": 10, "typos": 5, "outliers": 0 }, "price": { "missing": 14, "typos": 0, "outliers": 1 }, "sku": { "missing": 9, "typos": 17, "outliers": 0 }, "slug": { "missing": 17, "typos": 13, "outliers": 0 } } }, "product_attribute_values": { "duplicates": 10, "columns": { "value": { "missing": 32, "typos": 31, "outliers": 0 } } }, "product_images": { "duplicates": 8, "columns": { "alt_text": { "missing": 21, "typos": 24, "outliers": 0 }, "sort_order": { "missing": 26, "typos": 0, "outliers": 8 }, "url": { "missing": 28, "typos": 23, "outliers": 0 } } }, "shipping_methods": { "duplicates": 0, "columns": { "base_cost": { "missing": 1, "typos": 0, "outliers": 0 }, "carrier": { "missing": 1, "typos": 1, "outliers": 0 } } }, "suppliers": { "duplicates": 1, "columns": { "email": { "missing": 2, "typos": 1, "outliers": 0 }, "phone": { "missing": 1, "typos": 0, "outliers": 0 }, "website": { "missing": 1, "typos": 0, "outliers": 0 } } }, "users": { "duplicates": 69, "columns": { "created_at": { "missing": 224, "typos": 0, "outliers": 0 }, "email": { "missing": 199, "typos": 204, "outliers": 0 }, "first_name": { "missing": 227, "typos": 220, "outliers": 0 }, "last_name": { "missing": 210, "typos": 215, "outliers": 0 }, "password_hash": { "missing": 205, "typos": 197, "outliers": 0 }, "phone": { "missing": 185, "typos": 66, "outliers": 0 }, "updated_at": { "missing": 206, "typos": 0, "outliers": 0 } } }, "addresses": { "duplicates": 81, "columns": { "city": { "missing": 258, "typos": 243, "outliers": 0 }, "extended_address": { "missing": 81, "typos": 83, "outliers": 0 }, "is_default_billing": { "missing": 274, "typos": 0, "outliers": 0 }, "is_default_shipping": { "missing": 252, "typos": 0, "outliers": 0 }, "postal_code": { "missing": 272, "typos": 81, "outliers": 0 }, "state_province": { "missing": 272, "typos": 267, "outliers": 0 }, "street_address": { "missing": 265, "typos": 254, "outliers": 0 } } }, "audit_logs": { "duplicates": 17, "columns": { "action": { "missing": 62, "typos": 54, "outliers": 0 }, "performed_at": { "missing": 58, "typos": 0, "outliers": 0 }, "record_id": { "missing": 72, "typos": 0, "outliers": 16 }, "table_affected": { "missing": 59, "typos": 59, "outliers": 0 } } }, "orders": { "duplicates": 382, "columns": { "created_at": { "missing": 1098, "typos": 0, "outliers": 0 }, "discount_amount": { "missing": 1095, "typos": 0, "outliers": 29 }, "shipping_cost": { "missing": 1066, "typos": 0, "outliers": 187 }, "subtotal": { "missing": 1101, "typos": 0, "outliers": 187 }, "tax_amount": { "missing": 1089, "typos": 0, "outliers": 188 }, "total": { "missing": 1020, "typos": 0, "outliers": 191 } } }, "order_items": { "duplicates": 1047, "columns": { "discount_amount": { "missing": 3070, "typos": 0, "outliers": 0 }, "quantity": { "missing": 2919, "typos": 0, "outliers": 509 }, "tax_amount": { "missing": 3055, "typos": 0, "outliers": 519 }, "unit_price": { "missing": 2951, "typos": 0, "outliers": 511 } } }, "order_returns": { "duplicates": 24, "columns": { "processed_at": { "missing": 61, "typos": 0, "outliers": 0 }, "quantity": { "missing": 70, "typos": 0, "outliers": 9 }, "requested_at": { "missing": 46, "typos": 0, "outliers": 0 }, "status": { "missing": 73, "typos": 58, "outliers": 0 } } }, "payments": { "duplicates": 359, "columns": { "amount": { "missing": 1021, "typos": 0, "outliers": 182 }, "processed_at": { "missing": 1079, "typos": 0, "outliers": 0 }, "status": { "missing": 1098, "typos": 1056, "outliers": 0 }, "transaction_reference": { "missing": 1045, "typos": 1036, "outliers": 0 } } }, "product_reviews": { "duplicates": 84, "columns": { "comment": { "missing": 147, "typos": 126, "outliers": 0 }, "created_at": { "missing": 183, "typos": 0, "outliers": 0 }, "rating": { "missing": 184, "typos": 0, "outliers": 30 }, "title": { "missing": 168, "typos": 152, "outliers": 0 } } }, "shipments": { "duplicates": 373, "columns": { "delivered_at": { "missing": 1056, "typos": 0, "outliers": 0 }, "shipped_at": { "missing": 999, "typos": 0, "outliers": 0 }, "tracking_number": { "missing": 1011, "typos": 694, "outliers": 0 } } }, "shopping_carts": { "duplicates": 50, "columns": { "created_at": { "missing": 191, "typos": 0, "outliers": 0 }, "updated_at": { "missing": 181, "typos": 0, "outliers": 0 } } }, "cart_items": { "duplicates": 101, "columns": { "added_at": { "missing": 291, "typos": 0, "outliers": 0 }, "quantity": { "missing": 310, "typos": 0, "outliers": 48 } } }, "support_tickets": { "duplicates": 7, "columns": { "created_at": { "missing": 27, "typos": 0, "outliers": 0 }, "priority": { "missing": 33, "typos": 41, "outliers": 0 }, "status": { "missing": 32, "typos": 23, "outliers": 0 }, "subject": { "missing": 40, "typos": 31, "outliers": 0 } } }, "support_messages": { "duplicates": 36, "columns": { "message": { "missing": 89, "typos": 99, "outliers": 0 }, "sender_type": { "missing": 118, "typos": 110, "outliers": 0 }, "sent_at": { "missing": 111, "typos": 0, "outliers": 0 } } }, "warehouses": { "duplicates": 0, "columns": { "city": { "missing": 1, "typos": 0, "outliers": 0 }, "name": { "missing": 0, "typos": 1, "outliers": 0 } } }, "product_inventories": { "duplicates": 16, "columns": { "quantity_on_hand": { "missing": 38, "typos": 0, "outliers": 5 }, "quantity_reserved": { "missing": 38, "typos": 0, "outliers": 6 }, "reorder_level": { "missing": 43, "typos": 0, "outliers": 3 } } }, "wishlists": { "duplicates": 38, "columns": { "created_at": { "missing": 107, "typos": 0, "outliers": 0 }, "name": { "missing": 104, "typos": 89, "outliers": 0 } } }, "wishlist_items": { "duplicates": 59, "columns": { "added_at": { "missing": 169, "typos": 0, "outliers": 0 } } } }, "totals": { "missing": 32230, "typos": 5595, "outliers": 2630, "duplicates": 2766 } }, "downloads": [ { "format": "dirty-sql-postgres", "label": "PostgreSQL, with faults", "file": "flagship/100k/dirty-postgres.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/dirty-postgres.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/dirty-postgres.sql.gz", "bytes": 5335798, "sha256": "fbcbdce51dbf341b7d615274202fa8821c8f1af5923c4f3a934cfcc102ab346c", "raw": { "bytes": 18811841, "sha256": "f8d90e3e8e198eb3dac3c5492cf17d54da81e1da33d9b9e4ba54595e2389c3b2" }, "contentType": "application/gzip" }, { "format": "dirty-csv", "label": "CSV, with faults", "file": "flagship/100k/dirty-csv.zip", "key": "datasets/ecommerce-sample-database/v1/flagship/100k/dirty-csv.zip", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/100k/dirty-csv.zip", "bytes": 5363602, "sha256": "db795d2d4beaa8642ff326b45928b255b4dd42913c8924d20452cb4972d6855c", "tables": { "addresses": { "bytes": 564839, "sha256": "fd84788b3ae12ea2d72b64f780bf40eabe20285eef75f2e837f3e81a4cec6119" }, "audit_logs": { "bytes": 101982, "sha256": "4859c1ec2d622ad89aebcac6734ecfd650911027afe1730927a8552ad1a8e67f" }, "brands": { "bytes": 3228, "sha256": "7e312c48954f7c625aa6e41ca15df1f1925213947940a836050cc6ccba1a065f" }, "cart_items": { "bytes": 354629, "sha256": "4bfe1c4d1606a5c90cd1c9f6cf23ab5b5bb208555f4e81805517d9a2e718b775" }, "categories": { "bytes": 841, "sha256": "e1f309f797bd8966f10df914692a9f968f36c544d00e64b880d761d8e0306cf5" }, "countries": { "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4" }, "discount_coupons": { "bytes": 6373, "sha256": "f81eed4e287a5dc6d2f6574525b89f171564cdf499506363d064fd7f2b62ce5d" }, "order_items": { "bytes": 3118400, "sha256": "5d8f79f1e6bf05690cffb7e9e7cd55cbbfb33d9924b0ab039fdf634788d44662" }, "order_returns": { "bytes": 127868, "sha256": "48f6d46377fbe8989cd3250a5fa94934f3e3cb6a4153d9db13f575f9e4d12eb1" }, "order_statuses": { "bytes": 162, "sha256": "2ca658fce4d0126d3dd1c50c3346693433628b27bdc4a3945942f86155a3d6b5" }, "orders": { "bytes": 2557273, "sha256": "6793b48a7d39316f619f028abb784a9764925860ad704cea6ee63a99b29d337c" }, "payment_methods": { "bytes": 86, "sha256": "56278e7453083be4018d760be1404a37d0cbd14e61622d0f42b94720ea6fc61c" }, "payments": { "bytes": 2350507, "sha256": "f7799dca0feb9540b0570b5831f585ee870644a254bf21cd13657c8b96bc6053" }, "product_attribute_values": { "bytes": 20415, "sha256": "6aafd075173a68ceca087b3dbc2d755d62e03fcd315b3259e16efd0405ff1c2c" }, "product_attributes": { "bytes": 79, "sha256": "ed5a8e0531f26d44385f74c778e5a0296ac11ced4b3feffb2ce6ae78203b5ac6" }, "product_images": { "bytes": 59399, "sha256": "0705999f8ac24a32ce4c24f082468b770eea2074d4bf7cf5d27295a51453a15d" }, "product_inventories": { "bytes": 23230, "sha256": "b44088e48bc59ec2d465a705d0e389229f5e8e9e7a54077a97eb476ec7c9c141" }, "product_reviews": { "bytes": 441810, "sha256": "c99850f89d16595e645a34f3e8ee2c223c134967cb23267e645e0acb82667d92" }, "products": { "bytes": 43134, "sha256": "83f0945f82cf71cc61991e65ea633c1cc8eb9f5f079324bb9f58359b539fbac7" }, "return_reasons": { "bytes": 129, "sha256": "060204c31a56275751d90d0d827da33b5c958bf2024002a77f02280dad99cca1" }, "shipments": { "bytes": 2396186, "sha256": "77b9762a1762e08bc037baac58d52e4622d54b51fcce70df45a69259826b45ec" }, "shipping_methods": { "bytes": 168, "sha256": "232ead78a090ddedddceaa147e09e00a787d29edf0f678c35ea7f3ba41795fc9" }, "shopping_carts": { "bytes": 297168, "sha256": "844f16cab06cc35836ae0fdbdc0f90357bc7d834bac7e3e292960f61fbdde71a" }, "suppliers": { "bytes": 3349, "sha256": "ea63cfbf7e2861f5fb1c35f518d8a541cfa9beb8f3511fa207a7c175ef508734" }, "support_messages": { "bytes": 237398, "sha256": "99e33dc84960ed559f4e15eb2c3720e975dd05e9a3333be26ba3350c83d70933" }, "support_tickets": { "bytes": 61624, "sha256": "183ad16a168a0ca2a65253d0753dccf879118e03123a62247602663e91ddd952" }, "tax_rates": { "bytes": 218, "sha256": "97b5e6a822d50ef873699923e3f9f48e9038b7a7137b1887c06ebc6f6abecffe" }, "users": { "bytes": 1123140, "sha256": "3bff6712bc0511965eef4b6d73f8fd491d87b3f7a49d45afdcfbe6b88657c5d1" }, "warehouses": { "bytes": 287, "sha256": "6fc82d43e82ac2e9c2efe6b811110e845192757524a0965ec49a2c1d6143ff3b" }, "wishlist_items": { "bytes": 199019, "sha256": "1805874ccbcc6b1fae0d2e7052c2aa8256d50dc65c74216c057272f0109ab79c" }, "wishlists": { "bytes": 122951, "sha256": "47ce1f31245350d5aa553f832c43ff6464666507a32fb4da1f29cd5934207513" } }, "contentType": "application/zip" } ] } }, "1m": { "rows": 2609017, "counts": { "brands": 40, "categories": 22, "countries": 1, "discount_coupons": 80, "order_statuses": 6, "payment_methods": 5, "product_attributes": 4, "products": 400, "product_attribute_values": 1200, "product_images": 1000, "return_reasons": 6, "shipping_methods": 5, "suppliers": 30, "tax_rates": 12, "users": 70000, "addresses": 90000, "audit_logs": 20000, "orders": 360000, "order_items": 1000000, "order_returns": 20000, "payments": 350000, "product_reviews": 60000, "shipments": 340000, "shopping_carts": 60000, "cart_items": 100000, "support_tickets": 10000, "support_messages": 35000, "warehouses": 6, "product_inventories": 1200, "wishlists": 30000, "wishlist_items": 60000 }, "notes": [ "At this size the tables beside order_items were cut to 1/16 of it, so the whole build stays under 3,000,000 rows." ], "downloads": [ { "format": "sql-postgres", "label": "PostgreSQL", "file": "flagship/1m/postgres.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1m/postgres.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1m/postgres.sql.gz", "bytes": 54081132, "sha256": "a53ef60234e5861513e91fd637400a1f6842aac03936c72dd4a6323442dea19a", "raw": { "bytes": 191273878, "sha256": "9f236b5bf27adaf0412ed7fd54bc3a8f24fbd913a2aff4715af8d1a20c7c0737" }, "contentType": "application/gzip" }, { "format": "sql-mysql", "label": "MySQL", "file": "flagship/1m/mysql.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1m/mysql.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1m/mysql.sql.gz", "bytes": 54043990, "sha256": "e765fca231a63dd7a45e067c7d3461777b031054f2674946384310ce67cbf506", "raw": { "bytes": 190675354, "sha256": "a12c255bb7b90ff16cdd59ac310f3c28bd638d68260bdaf9ad71e951433a49ce" }, "contentType": "application/gzip" }, { "format": "sql-sqlite", "label": "SQLite", "file": "flagship/1m/sqlite.sql.gz", "key": "datasets/ecommerce-sample-database/v1/flagship/1m/sqlite.sql.gz", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1m/sqlite.sql.gz", "bytes": 54043579, "sha256": "a24d02f9e2fac0bc9d22cde2edade280eec56be1d35aa18ca734018b5571282e", "raw": { "bytes": 190672775, "sha256": "a5537c2ec60ebc82f27fca88cca2137527fd283bfddfde40179be391134f2e61" }, "contentType": "application/gzip" }, { "format": "csv", "label": "CSV", "file": "flagship/1m/csv.zip", "key": "datasets/ecommerce-sample-database/v1/flagship/1m/csv.zip", "url": "https://database-sample-website.s3.eu-north-1.amazonaws.com/datasets/ecommerce-sample-database/v1/flagship/1m/csv.zip", "bytes": 55062997, "sha256": "d9a3036074ab289afb993316262586ba97e957034a5193614e03ee91da01e185", "tables": { "addresses": { "bytes": 5890088, "sha256": "6c95c30d232166b09b30cfc83868fde3f09bf7d6af6d59919e9a785cccf3ee6a" }, "audit_logs": { "bytes": 1070822, "sha256": "6e4bc57262867076743216e572778487764b87abdd5034818a63d2f8dd915d18" }, "brands": { "bytes": 3379, "sha256": "df4363fce97cb48a99500ed3f94fd69194ada588816b3797031fa475dc678792" }, "cart_items": { "bytes": 3765303, "sha256": "eea7ebee106b06c4889b7603f6577afd14fe5552e47d1ac1e2493a89186c6811" }, "categories": { "bytes": 850, "sha256": "e83bb5f96e56f263bca740e87a0348c2b7c5df539f0d2ebbb0c1d139c1f4dd48" }, "countries": { "bytes": 34, "sha256": "ef5b0ea2701f3f242c90ab3946547bc0335bcd6a9375de79ab4708dde14359f4" }, "discount_coupons": { "bytes": 6509, "sha256": "8521431f65cba1ccc8e418fa7fdeec1ca98fb02377e8e74b5038e0d2cc447a6a" }, "order_items": { "bytes": 32957357, "sha256": "43fb6606c8ff341bb9b442231c68cd7a1dbc9ee6449595ff98d55ae0eb4e7257" }, "order_returns": { "bytes": 1328772, "sha256": "c200be2b8af00fd3ba2a87afe0e21ceb2a6f14cb26f86b99cbcbc7456774dbd8" }, "order_statuses": { "bytes": 185, "sha256": "8ef7e7a2e47c6c0463a4e28834095d40396075f2bb6570adebfc804711c82c1a" }, "orders": { "bytes": 27137458, "sha256": "20f1368187edfa60777cdf487e0b63c82923fd3b22bb362f9ae429ef87de6950" }, "payment_methods": { "bytes": 86, "sha256": "c8864516c6b59da4619c72d8a0f948e92a31d58e9abc32c9db7e6ad87a6e72ed" }, "payments": { "bytes": 24452017, "sha256": "03b0e59e97c02fcda76b1cb03a66a46f540e9bcbf8f080b6300e1a25f8688797" }, "product_attribute_values": { "bytes": 20293, "sha256": "1b1ebbeba1b7d702754ca39f7bfc09a28e64ca51ef793cab51354cdf9619e480" }, "product_attributes": { "bytes": 83, "sha256": "8243e68f05100ff2d80e9bbecdae215f0d50b795b81dabd54fdae77ace2c563b" }, "product_images": { "bytes": 60149, "sha256": "c24deb24b6182cbff29965a577f72960d55d1a088698a5515b9acafb53950528" }, "product_inventories": { "bytes": 23150, "sha256": "15370e5ebe619ec6b8cacf4842dcf0b648eb94e2f43e0c7280176e511792f476" }, "product_reviews": { "bytes": 4572657, "sha256": "fb684dda8ef652adc41062b15024a8b4e384bf93b8946ebedcfaf29e315ffe5a" }, "products": { "bytes": 44151, "sha256": "15b1949a70699defe43a84ead86a8c29fd481395c8af87929d79c92840d7ab79" }, "return_reasons": { "bytes": 129, "sha256": "414f1ba9d2e59e30f683b2cc8917b1b944bda61e611d57c929016ee77189d166" }, "shipments": { "bytes": 24943901, "sha256": "3887ead2712af121dbba181ef80b4c6174c1cfd4a63142d9fca257a0481ec0fb" }, "shipping_methods": { "bytes": 179, "sha256": "b650f79480d3ee8adcd61598130d25526f5b7b41642e6ada58048b4ab9bb3e83" }, "shopping_carts": { "bytes": 3136096, "sha256": "1149b9364c0091b700343229653f92f0d0c70f1a1557f41bbeefb66d7f04ad24" }, "suppliers": { "bytes": 3358, "sha256": "8890dedbbb2606bf34e057c8e0d638124f7c6e2f7192590e3e29d2e29d3a609c" }, "support_messages": { "bytes": 2465272, "sha256": "14e43d118ac34be034d7a30801c0d78d2d83467aa16dee4e93e2c8eed49701bb" }, "support_tickets": { "bytes": 646939, "sha256": "59f6c6fe3d2d6c3849d2f7a97351ab5b87b2c315467421643395edf447ebdd0f" }, "tax_rates": { "bytes": 218, "sha256": "66255b7fd0b8202d8de344798744d869bf3d56faa2880aee143e448005cd188b" }, "users": { "bytes": 11485101, "sha256": "78bb4c598874d71da86053d23cb9b2a0f4b93f7fa322165bbb01cab99e28c8dd" }, "warehouses": { "bytes": 311, "sha256": "659602158e93f03a613e7d12e43af1c420d207a603b1b0ac76c75aad1cce27dd" }, "wishlist_items": { "bytes": 2120262, "sha256": "297a0c3eb20e1a35b91283c7706cacb63c28a3651abc6ff2239ca26ea20e1fce" }, "wishlists": { "bytes": 1303408, "sha256": "6760027f4faedbff40bea47bcb34c08a212c6df2d1f7175f5e2d713301e0b7f2" } }, "contentType": "application/zip" } ], "checks": { "postgres": { "version": "18.3", "ok": true }, "sqlite": { "version": "3.53.1", "ok": true }, "notRun": [ { "engine": "MySQL", "note": "Written from the same rows; not loaded here, no MySQL server runs in the build." } ] }, "rules": [ { "name": "Every order line is priced at its product price", "violations": 0 }, { "name": "Every subtotal is the sum of its lines, and every tax the sum of 8% of each line", "violations": 0 }, { "name": "A coupon takes its value off, never more than the subtotal", "violations": 0 }, { "name": "Shipping is the method rate, and the total adds up", "violations": 0 }, { "name": "Every payment is its order total", "violations": 0 }, { "name": "A shipment leaves after its order and arrives after it leaves", "violations": 0 }, { "name": "A return sends back the whole line, after the order and before it is processed", "violations": 0 }, { "name": "A compare-at price is never below the price, and stock is never over-reserved", "violations": 0 } ] } }, "rules": [ { "name": "Every order line is priced at its product price", "sql": "SELECT count(*) AS violations FROM order_items oi JOIN products p ON p.id = oi.product_id WHERE oi.unit_price <> p.price" }, { "name": "Every subtotal is the sum of its lines, and every tax the sum of 8% of each line", "sql": "SELECT count(*) AS violations FROM orders o LEFT JOIN (SELECT order_id, sum(round(quantity * unit_price, 2)) AS gross, sum(tax_amount) AS tax, sum(CASE WHEN tax_amount <> round(round(quantity * unit_price, 2) * 0.08, 2) THEN 1 ELSE 0 END) AS bad FROM order_items GROUP BY order_id) l ON l.order_id = o.id WHERE o.subtotal <> COALESCE(l.gross, 0) OR o.tax_amount <> COALESCE(l.tax, 0) OR COALESCE(l.bad, 0) > 0" }, { "name": "A coupon takes its value off, never more than the subtotal", "sql": "SELECT count(*) AS violations FROM orders o LEFT JOIN discount_coupons d ON d.id = o.coupon_id WHERE o.discount_amount <> LEAST(COALESCE(d.discount_value, 0), o.subtotal)" }, { "name": "Shipping is the method rate, and the total adds up", "sql": "SELECT count(*) AS violations FROM orders o JOIN shipping_methods sm ON sm.id = o.shipping_method_id WHERE o.shipping_cost <> sm.base_cost OR o.total <> o.subtotal - o.discount_amount + o.tax_amount + o.shipping_cost" }, { "name": "Every payment is its order total", "sql": "SELECT count(*) AS violations FROM payments p JOIN orders o ON o.id = p.order_id WHERE p.amount <> o.total" }, { "name": "A shipment leaves after its order and arrives after it leaves", "sql": "SELECT count(*) AS violations FROM shipments s JOIN orders o ON o.id = s.order_id WHERE s.shipped_at < o.created_at OR s.delivered_at < s.shipped_at" }, { "name": "A return sends back the whole line, after the order and before it is processed", "sql": "SELECT count(*) AS violations FROM order_returns r JOIN order_items oi ON oi.id = r.order_item_id JOIN orders o ON o.id = oi.order_id WHERE r.quantity <> oi.quantity OR r.requested_at < o.created_at OR r.processed_at < r.requested_at" }, { "name": "A compare-at price is never below the price, and stock is never over-reserved", "sql": "SELECT (SELECT count(*) FROM products WHERE compare_at_price < price) + (SELECT count(*) FROM product_inventories WHERE quantity_reserved > quantity_on_hand) AS violations" } ] }, "publishedAt": 1791319316238, "updatedAt": 1791319316238 }