Real-World Aggregation Examples
Real-World Aggregation Examples
Section titled “Real-World Aggregation Examples”Monthly Sales Report
Section titled “Monthly Sales Report”db.orders.aggregate([ { $match: { status: "completed" } }, { $group: { _id: { year: { $year: "$createdAt" }, month: { $month: "$createdAt" } }, totalRevenue: { $sum: "$totalAmount" }, orderCount: { $sum: 1 }, averageOrderValue: { $avg: "$totalAmount" } } }, { $sort: { "_id.year": 1, "_id.month": 1 } }, { $project: { _id: 0, period: { $concat: [ { $toString: "$_id.year" }, "-", { $toString: "$_id.month" } ] }, totalRevenue: 1, orderCount: 1, averageOrderValue: { $round: ["$averageOrderValue", 2] } } }])Top 5 Best-Selling Products
Section titled “Top 5 Best-Selling Products”db.orders.aggregate([ { $unwind: "$items" }, { $group: { _id: "$items.productId", productName: { $first: "$items.name" }, totalSold: { $sum: "$items.quantity" }, revenue: { $sum: { $multiply: ["$items.price", "$items.quantity"] } } } }, { $sort: { totalSold: -1 } }, { $limit: 5 }, { $project: { _id: 0, productId: "$_id", productName: 1, totalSold: 1, revenue: 1 } }])Task Analytics By Assignee
Section titled “Task Analytics By Assignee”db.tasks.aggregate([ { $match: { projectId: ObjectId("64f000000000000000000001") } }, { $lookup: { from: "users", localField: "assignedTo", foreignField: "_id", as: "assignee" } }, { $unwind: { path: "$assignee", preserveNullAndEmptyArrays: true } }, { $group: { _id: { assignee: "$assignee.name", status: "$status" }, count: { $sum: 1 } } }, { $sort: { "_id.assignee": 1, "_id.status": 1 } }])User Order Summary
Section titled “User Order Summary”db.users.aggregate([ { $match: { _id: ObjectId("64f000000000000000000001") } }, { $lookup: { from: "orders", localField: "_id", foreignField: "userId", as: "orders" } }, { $addFields: { totalOrders: { $size: "$orders" }, totalSpent: { $sum: "$orders.totalAmount" }, lastOrderAt: { $max: "$orders.createdAt" } } }, { $project: { name: 1, email: 1, totalOrders: 1, totalSpent: 1, lastOrderAt: 1, orders: 0 } }])