How do I connect Power Query to Mollie in 5 minutes?

Execute the following steps to connect Power Query to Mollie. You only need knowledge of Power Query, your own business and the Mollie administration.

Mollie is an online payment service provider. Mollie ensures that the monetary transfer for a service is handled correctly globally.

No technical knowledge is needed nor knowledge on the Mollie APIs to connect Mollie to Power Query. This step-by-step plan will tell you exactly which steps you need to go through on Invantive Cloud to create your own dashboard with data from Mollie.

The steps to connect Power Query to Mollie are:

  1. Register an Invantive Cloud account.
  2. Create a Mollie database.
  3. Make the Mollie database available through the Microsoft OData connector.
  4. Connect Power Query to Mollie through the connector.
  5. Load data from Mollie into Power Query.
  6. Build your dashboard.

Invantive Cloud offers a Mollie connector to download data from Mollie into Power Query, but there are over 75 other connectors available also for SQL, Power BI Desktop, Power BI Service, Power Query and/or Azure Data Factory.

With the Mollie connector for Power Query you will by default fetch the data from all connected Mollie companies in your dashboard. You can limit the number of Mollie companies that are retrieved in Power Query through the Database settings. For example, you can also limit the connector for Power Query to the data from exactly one Mollie company. Of course, you can also filter the data by a specific Mollie company using a filter step in Power Query. The Mollie connector for Power Query has advanced optimizations for great real-time performance with both a single Mollie company as well as with hundreds of Mollie companies.

When you are having questions, please check the forums for Mollie. Every organisation is entitled to 1 hour of free training to help you get started. This free hour also applies to free plans.

Register Account on Invantive Cloud

Skip this step when you already have an account on Invantive Cloud. Otherwise execute the following steps one time to register an account on Invantive Cloud:

  1. Go to Invantive Cloud start page.

  2. Select the Log on-button.

  3. Select the Sign Up-button. Sign Up to Invantive Cloud.

  4. Enter your business email address. Enter business email address.

  5. Select the Next-button.

  6. Enter your personal data. Enter personal data.

  7. Select the Next-button.

  8. Enter your password and repeat the password you entered.

  9. Select the Next-button. Enter two identical passwords.

  10. You will receive a six-digit verification code by email within 2 minutes.

  11. Enter the six-digit verification code. Six-digit verification code to validate email address.

  12. Select the Sign Up-button.

  13. Log on now. Sign Up.

  14. Make sure you have an authentication app installed on your phone. Select the Next-button. Prepare TOTP-configuration.

  15. Add the displayed QR code to the authentication app, enter the current verification code, and choose "Finish". Scan QR-code into TOTP-app and enter current code.

  16. Skip registration of the organization. Skip company registration.

  17. Complete your personal information and choose "Save". Complete personal data.

  18. Go to the dashboard. Navigate to dashboard.

  19. The Invantive Cloud dashboard will be shown.

You now have a login code on Invantive Cloud with which you can set up the connection with Mollie and numerous other platforms. You will use the same Invantive login code and workflow for all other platforms.

Create Mollie database

In this step, we set up a database with data from Mollie. The database is "virtual" because it is not a traditional database, but is fed real-time from Mollie. Invantive Cloud provides Power Query with a real-time link to Mollie. The database will be used for all your Mollie reporting with Power Query. So you only need to perform these steps once.

You now have a login code on Invantive Cloud with which you can set up the connection with {0} and numerous other platforms. You will use the same Invantive login code and workflow for all other platforms.

  1. Click the Add Database button. Add database.

  2. Select Mollie from the list. Select Mollie connector.

  3. Please fill out the form with login information for Mollie.

  4. Select the OK-button.

Congratulations! You can now process data from Mollie within the Invantive Cloud website. You can do this for example with the interactive SQL editor.

Grant connection from Power Query access to Mollie

To retrieve the data from Power Query we create a link via Invantive Bridge Online. This creates a "bridge" between the cloud of Invantive and the standard OData connector that is available in every version of Power Query. You do not need to install anything locally: no connector, no ado.NET provider and no Power Query add-on neither.

Execute the following steps to safely use the data from Mollie outside of Invantive Cloud:

  1. Next to the database you will find an orange text requesting you to allow access from your current location (IP address). Select the nearby orange button.

  2. If you want to use the data through the web versions of Power Query, you must completely disable IP address checking by entering an asterisk ("*").

You are now ready to import the Mollie data into Power Query.

Configure Power Query connector for Mollie

You will now pull in Power Query data from Mollie through the established link.

Execute the following steps:

  1. Start Microsoft Power Query and click on "Get Data". Use Get Data in Power BI

  2. Choose "OData Feed." Choose OData feed

  3. Enter the Bridge Online URL of the Mollie database in the window. Select the OK-button. Configure OData URL for Invantive Bridge Online

  4. Sometimes Power Query does not accept the URL and a yellow warning sign appears. If so, add a '/' to the end of the URL and remove it again. Select the OK-button.

  5. A message about missing authentication will appear if you have not previously recorded your login credentials in Power Query.

  6. Select the "Basic" tab on the left. Configure Basic Authentication

  7. Enter the user name for Invantive Cloud.

  8. Enter the password that you have set for Invantive Cloud.

  9. You do not need to change the "Scope" under the "Choose which Level" menu unless you have specific reasons.

  10. Select the OK-button.

You only need to perform these steps for linking Mollie with Power Query once. From now on, you will find the linked data source in Power Query beneath "Recent Sources" in the menu.

Load Data in Power Query from Mollie

A list of Mollie tables appears for use in your dashboard. You can find these tables and their meaning on documentation.invantive.com. A limited number of tables from the Mollie documentation of Invantive are not visible from Power Query because they have parameters.

Execute the following steps to load data into your dashboard:

  1. Select the table you want to use in the Navigator. You can also select multiple tables at once.

  2. A preview of the data from Mollie appears to the right when you select a table.

  3. Select the OK-button.

  4. All data from all selected tables are loaded directly by the connector into Power Query.

  5. Loading can take a short or long time depending on the amount of data. The first time it takes noticeably longer anyway because the data is not yet in the "cache".

  6. Advanced Power Query users can use the "Transform" button to increase the loading speed from Power Query by applying filters.

The Mollie connection will cache the data. Your data will be stored encrypted. Power Query, especially during dashboard development, often retrieves the same data again. This cache provides a noticeable acceleration. The cached data is refreshed according to the duration you set at the virtual Mollie database. By default, the duration is set to 4 hours; therefore, you will receive the same data for 4 hours via the connection.

Build a Mollie Dashboard

In Power Query the data is now ready for use in the dashboard.

Now build your reports or dashboards.

Click "Refresh" to refresh the Mollie data from Invantive Bridge Online.

Additional features

After an initial success with new insights through a custom report or analysis on Mollie, you are going to create multiple dashboards on your Mollie data. It is then more efficient to use Microsoft data flows so that the data is shared between the different dashboards within the online Power Query platform.

You might also use other Invantive connectors for a report or analysis. For this you can follow the steps described above. All Power Query connectors of Invantive work identically; only the registration of the database depends on the data source.

Finally, using Invantive Cloud you can also build software in the form of small web applications. This software can use the data in your database.