Sitecore – Retrieve data from MongoDB

As we all know, Sitecore’s xDB collects a TON of data. So if we want to pull some of that data from the MongoDBs, how do we go about that? I had never worked with Mongo before, so in case you haven’t either I hope this is of use to you.

Initially, to view the documents in the Mongo collections I used the free edition of MongoVue. It is great for things like viewing how many contacts you have in your Contacts collection, or digging into the details of the Interactions.

Mongo Collections Overview

Now, if I want to see some of the Interactions, that’s completely possible as well. For instance, I can either use the View option on the Contacts collection, or I can write a query.


Contact details

Writing a query:

Sample query in MongoVue

Of course, you can do the same thing in the Mongo shell as well, if you prefer.

I’ve found that I keep re-using a couple of different queries, so here are a couple of the ones I found useful:

Finding interactions with a certain amount of Engagement Value points:

{ "Value" : { $gt : 10 } }

This will get all interactions with more than 10 Engagement Value points. Instead of $gt (greater than), you can also use other operators such as $lt (less than), $lte (less than or equal to) or $gte (greater than or equal to).

For more query operators, view the Mongo Docs page.

In case you’re using the Mongo shell, you might want to add a limit to the results as well, and format the documents. In the Mongo shell, your query might look like this (assuming you’ve set the db to be your Mongo Analytics database):

    { "Value" : { $gt : 10 } } 

Limit here is pretty obvious, it will only result the first result in our case. Pretty will format the document, in a similar way to CTRL+K, CTRL+D in Visual Studio. Another thing you might want to add in the query for the Mongo shell is a projection of the fields you’d like to be displayed or hidden. Projections can be used as follows:

        "Value" : { $gt: 10 } 
    { "ContactId" : 1 } 

In this case, we’ll only be displaying the ContactId field. To exclude a field, you can set it to 0 instead. For more information on Projection in Mongo, I again refer you to the Mongo Docs page.

Another query I tend to use is to figure out how many contacts I have from various countries. From MongoVue:

{ "GeoData.Country" : "United Kingdom" }

I have to admit that I’m not sure how to count the number of records in MongoVue.

From the Mongo shell:

db.Interactions.find( { "GeoData.Country" : "United Kingdom" } ).count()

Lastly, finding interactions with (for instance) 2 page events:

Again, in MongoVue:

{ “Pages.PageEvents” : { $size: 2 } }

In the Mongo shell:

db.Interactions.find( { “Pages.PageEvents” : { $size: 2 } } ).pretty()

On a last note, it’s important to realize the fieldnames are case sensitive.

On the very last note, for some more (beginners) details on MongoDB, not only writing queries but also architectural information, I would very highly recommend the Introduction to MongoDB course on PluralSight.

I hope this will be of some use 🙂


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