You can use the aggregate framework to find duplicate records in MongoDB. To understand the concept, let us create a collection with the document. The query to create a collection with a document is as follows −
> db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"John"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a330293b406bd3df60e01") } > db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"John"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a330493b406bd3df60e02") } > db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"Carol"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a330c93b406bd3df60e03") } > db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"Sam"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a331093b406bd3df60e04") } > db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"Carol"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a331593b406bd3df60e05") } > db.findDuplicateRecordsDemo.insertOne({"StudentFirstName":"Mike"}); { "acknowledged" : true, "insertedId" : ObjectId("5c8a331e93b406bd3df60e06") }
Display all documents from a collection with the help of find() method. The query is as follows −
> db.findDuplicateRecordsDemo.find();
The following is the output −
{ "_id" : ObjectId("5c8a330293b406bd3df60e01"), "StudentFirstName" : "John" } { "_id" : ObjectId("5c8a330493b406bd3df60e02"), "StudentFirstName" : "John" } { "_id" : ObjectId("5c8a330c93b406bd3df60e03"), "StudentFirstName" : "Carol" } { "_id" : ObjectId("5c8a331093b406bd3df60e04"), "StudentFirstName" : "Sam" } { "_id" : ObjectId("5c8a331593b406bd3df60e05"), "StudentFirstName" : "Carol" } { "_id" : ObjectId("5c8a331e93b406bd3df60e06"), "StudentFirstName" : "Mike" }
Here is the query to find duplicate records in MongoDB −
> db.findDuplicateRecordsDemo.aggregate( ... {"$group" : { "_id": "$StudentFirstName", "count": { "$sum": 1 } } }, ... {"$match": {"_id" :{ "$ne" : null } , "count" : {"$gt": 1} } }, ... {"$project": {"StudentFirstName" : "$_id", "_id" : 0} } ... );
The following is the output displaying only the duplicate records −
{ "StudentFirstName" : "Carol" } { "StudentFirstName" : "John" }