Extracting Unique, Duplicate and Missing Items using Formulas [spreadcheats]

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Often I wish Microsoft had spent the effort and time on a data genie (and a set of powerful formulas) that can automate common data cleanup tasks like extracting duplicates, makings lists unique, find missing items, remove spaces etc. Alas, instead they have provided features like clippy which are intrusive to say the least.

So as part of our second installment of spreadcheats we will learn how to tackle few of the most common data processing tasks:

Getting Unique Items from a List of Cells

There are 3 simple ways to do this:

  1. Using Advanced Data Filter
  2. Using countif() and auto filter
  3. Using formulas as described here

Assuming you have data as shown in the picture aside (and wishing you will have customers like those):

  • First add a column to the left of the list. Here we will use formulas to fill numbers based on the uniqueness of the cell next to it.
  • Essentially our formula should generate numbers in increasing order as long as the corresponding item is unique and not increase the number otherwise.
  • So the formula for order column can be like this: =IF(COUNTIF(list-upto-that-point, current element)=1,previous-order+1, previous-order)
    See the example below:

    remember, the first cell order is 1.
  • See how we are using both absolute and relative references to fetch the counts.
  • Now add another column to the right of the list, here we will fetch unique items.
  • We will use vlookup() to fetch each of the 12 unique items. The formula goes like this:
    =VLOOKUP(running number,$B$4:$C$22,2,FALSE)
    You can wrap the vlookup() with if() formula to avoid seeing #value errors.

That is all. Using this method you can extract unique items froma list.

Eliminating Doubles from a List

There are 2 ways in which you can find and remove duplicates(doubles) in excel lists with ease:

  1. Using countif() and then auto-filter
  2. Using formulas

The process for finding duplicates using formulas is same as that of finding unique items.

Instead of writing COUNTIF(list-upto-that-point, current element)=1, we now write COUNTIF(list-upto-that-point, current element)=2. Also the first element’s count should be changed to zero.

Once done the list should look like what you see on the side.

Finding Missing Items by comparing one list with another:

Even though this might seem like a different challenge, it is infact same as the above techniques. You need to use countif() to compare first list’s elements with second list. How? that is your home work.

Download and see these formulas in action:

Still having some doubts? Download the excel tutorial – unique & duplicate items and learn by poking around.

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2 Responses to “Top 10 Power BI Interview Questions & Answers”

  1. Keith says:

    Hello...
    In Power BI I have data that includes months by name only (e.g. May, April, December...)
    I need to build charts etc. but i need the months to go chronologically... not alphabetically... I cannot seem to find the fix to this.... once again, my data does NOT have an actual date attached to it (like 02/01/2023)....only month names... can i use a helper table wher i id the month names as numbers 1 thru 12? and if so, how do i manage this to work for me ?
    Thank you.
    ~Keith

    • Chandoo says:

      You need to setup an extra table to map each month name to a running number. A simple 12 row table like
      Jan 1
      Feb 2
      Mar 3
      ..
      Dec 12

      Then create a relationship between this month table and your month column
      Now, go to "table view" in Power BI and set the sort by column to month number for the month name column on this new table.
      Finally, use the new table's month name whenever you need to refer to the month name in the visuals.
      They will be chronologically arranged.

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