Power Query - How to's

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In this page you will find a range of useful activities to achieve more with Power Query.

Expanding JSON objects in a table

In this section we are going to look at calling Classification Codes and expanding the data. Depending on how we wish to extract the data the following examples will demonstrate how to display the codes with a separator in one column or how to list each code in a separate row.

Codes in one column

First of all, we need to use a query to call the codes. Below is an example query, calling codes connected to referrals, converted to a table and expanded.

PQHT query1.PNG

From here we can see that we are presented with a table that has nested records. These records may contain one or multiple Classification Codes. Clicking on a Record will then display the Classification Code table number with 'List', this is the codes associated with the original referral number that we drilled down on.

PQHT query2.PNG

In its current format we are not able to make this data useful in a worksheet. The following steps will demonstrate how the data so it can be loaded to a worksheet/report.

  • Highlight the column that contains the records.
  • On the ribbon at the top select the Transform tab.
  • On the right-hand side select Expand and click ok on the dialog screen.
  • Back on the Transform ribbon of power query select Extract Values.
  • Select the required delimiter (character to separate the Classification Codes) and click OK.

You will then find the column is now displaying the Classification Codes separated by the chosen delimiter.

PQHT query3.PNG

The final query will look like this

PQHT query4.PNG

In Excel, once the query has been loaded to a worksheet, we can then use formulas to analyse the data

The example below is counting the number of time the code 1K2 appears:

=COUNTIF(B:B,"*1K2*")