Last week, we had a home work on Calculating Donation Summaries using Excel Formulas. This is a good case where array formulas can help us. So today, we will learn how we can use Array Formulas to compare lists of values and calculate summaries. Towards the end of this post, you can see a video that explains the solution to Donation Summary Calculation problem.
Comparing List of Values – Different Scenarios
There are 2 scenarios when we compare lists of values.
- Comparing a list of values with a single value (or condition)
- Comparing a list of values against another list (array comparison)
Comparing a list of values with a single value (or condition):
This is the most common and easiest comparison. Examples of this are – count of all values > 20, sum of values between 5 and 23, count of employees in purchasing department etc.
We have built in formulas in Excel to help us do this easily.
| Formula | What it does? |
| COUNTIF | Counts all the values in a range that meet a criteria. Example: COUNTIF(A1:A10,”>10″) Count of all values in A1:A10 more than 10 |
| SUMIF | Sums all the values in a range that meet a criteria Example: SUMIF(A1:A10,”>10″,B1:B10) Sum of all values in B1:B10 where corresponding value in A1:A10 is more than 10 |
| COUNTIFS* | Counts all the values in a range that meet multiple criterion Example: COUNTIFS(employees, “a*”,departments, “Purchasing”) Counts the number of employees in Purchasing department whose name starts with letter a. |
| SUMIFS* | Sums all the values in a range that meet multiple criterion Example: SUMIFS(salaries, employees, “a*”,departments, “Purchasing”) Sums up the salary of employees in Purchasing department whose name starts with letter a. |
| SUMPRODUCT | Gives the sum of product of various lists. This formulas is very robust and can be used to compare lists and check against multiple conditions Example: SUMPRODUCT(salaries, departments=”Purchasing”, join_date>datevalue(“1-May-2009”),join_date<=datevalue(“1-May-2011”)) Sums up the salary of employees in Purchasing department who joined between 1-May-2009 and 1-May-2011. |
| AVERAGEIF* | Average of all the values in a range that meet a criteria Example: AVERAGEIF(A1:A10,”>10″,B1:B10) Average of all values in B1:B10 where corresponding value in A1:A10 is more than 10 |
| AVERAGEIFS* | Average of all the values in a range that meet multiple criteria Example: AVERAGEIFS(salaries, employees, “a*”,departments, “Purchasing”) Average salary of employees in Purchasing department whose name starts with letter a. |
* these formulas do not work in Excel 2003 or earlier versions.
Comparing a list of values with another list (array compare):
This is where it gets interesting. You have 2 lists of values, like in our last week’s problem. And you want to calculate some value, for eg. Sum of all donations where Amount Donated < Amount Pledged.
How do you go about this?
Well, this is where we use Array Formulas.
In the above case, assuming we have amount donated in lstGiven and amount pledged in lstPledged,
We can use the array formula =SUM((lstGiven)*(lstGiven<lstPledged)) to find the sum of all donations such that amount donated is less than amount pledged.
Note: You must press CTRL+SHIFT+Enter to get this formula work
How does this formula work?
- The formula checks for lstGiven < lstPledged and returns a bunch of TRUE, FALSE values.
- When you multiply this with lstGiven, Excel would convert TRUE, FALSE to 1 and 0 and then multiply.
- Since 0 multiplied by anything would 0, we end up with a bunch of donation values where donated amount is less than pledged amount.
- Once all the values are there, the SUM would just add them up.
More examples & Illustration:
Look at below image to understand how we can compare lists of values in Excel using Array formulas.
Solution to Donation Summary Calculation Problem:
I have made a video explaining how you can solve the last week’s homework. See it below or on our Youtube Channel.
Download the Excel Workbook for this.
Click here to download the Workbook with partial solution as shown in the video.
Click here to download the solution workbook and play with the formulas to learn more.
Share your tips on Array Formulas
Array formulas are quite powerful and robust. I use them all the time and love to learn more. So please share your tips and ideas using comments. Go!
21 Responses to “Distinct count in Excel pivot tables”
The distinct count option works well but I have found that if I have a date field and want to group by year, month, etc. that option seems to be disabled. I need to do both, distinct count and group by year/month.
Example data; sales orders with item quantities with dates.
Challenge; sum the item quantities, count the distinct orders and group by month. How do I do this?
Perhaps that's not possible due to the grouping?
@Al... When you use data model based pivots, you cannot group values manually anymore. Why not use Excel 2016's default date grouping option? In this case we have just a few dates, so Excel is not grouping them, but if you have an year's worth of data, when you make the pivot with date in the row label area, Excel automatically groups them. If you have fewer dates or want to use your own grouping, just create a table with all dates, add columns with month, week, year etc. Then connect this table (these types of tables are usually called as calendar tables) to your data on date field as a relationship. Now you can create reports by month, quarter etc easily.
Is this the only way to do it in 2013? I find it rather cumbersome to have to create another data table listing dates with the another column for MONTH() and YEAR() to be able to summarise data for senior level...
I know people find adding calendar tables cumbersome, but it is a best practice and let's you add more layers of analysis quite easily. For example, adding analysis by weekday vs. weekend or by financial quarter or YTD calculations (you would need either Power Pivot DAX or some very carefully setup pivot table value field settings)
I had absolutely no idea this was possible. Very useful, nice work!
Doesn't work for 2010 version though (or at least not my works version)
Hi ,
The post has the following in it :
These instructions work only in Excel 2016, Office 365 and Excel 2013.
when i have 2 different Pivot tables, one without the enabled “Add this data to data model” option, and the other one with it enabled.. is there anyway i can link slicers between them?
if the answer is NO,, what to do ?
Quick note, the “Add this data to data model” option is not available for the Mac version.
perhaps outside scope of this article but I have found when I attempt to create a pivot table from an external data source (connection to a sql view) the "Add this data to data model" becomes greyed out. Anybody experienced and found a solution so I can start getting distinct count in my pivot tables?
Is there a way to still add a calculated field when using distinct count?
I found I can't change the date source after tick the " add this data to the data model", can you help to adv how to change the date source in such case?
Is there a way to update the source once you have added to the data model? I receive a new spreadsheet weekly and would like to update the connection so my tables pull from the new source.
Hi Crhis, I like how you have hulk (superhero) as your avatar. Do you know that there is a superhero in Excel too? It's Power Query. You can use it to solve your problem in a simple click. Here an intro if you need some guidance.
Powerful Introduction to Power Query
A big Thank you. It worked.
Hi, have survey data that I need to analyze but the challenge is that my key fields are showing horizontally. I tried to transpose the fields using Power Query, but unfortunately the new fields are returning same values on a pivot table despite using distinct values
How I can a do a pivot table with discount conts in some columns and then generate shor report filter pages. pls it drives crazy
Hi. Why grand total pivot of distinct count is 13? shouldn't it be 67?
Great Answer! Saved me lots of time!
Thank you!!!
Worked awesome! Thanks!!
Hi Chandoo,
I am using pivot tables for distinct count and now I need to update them with new set of data. But when I update the source data, all the columns and formatting of Pivot table disappears and I need to build it from Scratch.
Is there a possibility that I can update the source data with new rows added and also retain my pivot tables?