This article looks at how to add a total row to tables generated using the Query function in Google Sheets. It’s an interesting use case for array formulas, using the `{...}`

notation, rather than the `ArrayFormula`

notation.

So what the heck does this all mean?

It means we’re going to see how to add a total row like this:

using an array formula of this form:

`= { QUERY ; { "TOTAL" , SUM(range) } }`

Now of course, at this stage you should be asking:

“But Ben, why not just write the word

`TOTAL`

under the first column, and`=SUM(`

in the second column and be done with it?”range)

Well, it’s a good question so let’s answer it!

The reason for using this method is because the total line is added dynamically, so it will be appended directly at the end of the table, and won’t break if the table expands or contracts, if more data is added.

It’ll always move up or down, so it sits there as the final row.

# Simple example of how to add a total row

Before we get to the QUERY function example, let’s try a super simple one to understand the mechanics of the array formulas we’re going to be building.

Imagine I have this dataset:

Like I said, keeping things simple.

### Step 1: Combine tables using array

Let’s manually create a total row next to our original table, in cells D1 and E1, like so:

Then we can use this formula, in cell G1, to combine these two tables into a single one:

`={A1:B2;D1:E1}`

which, in our Google Sheet, looks like this:

The syntax is a **pair of curly braces** and a **semi-colon** to say the two tables should be combined vertically.

**To that end, each table must have exactly the same number of columns.**

### Step 2: Create a total line using an array

Now, let’s use an array formula to generate that total line. Instead of typing “Total” into one cell, and a number into the adjacent cell, simply create the total line with a single formula:

`={"TOTAL",3}`

The syntax is a **pair of curly braces** and a **comma** to say the two elements should be combined horizontally.

**To that end, each original element must have exactly the same number of rows.**

### Step 3: Use a SUM formula in total array table

Change the above formula to include a SUM function as follows:

`={"TOTAL",sum(B1:B2)}`

### Step 4: how to add a total row to the table with the array

Using the formula from Step 1, replace the second element in the array (the D1:E1) with the formula from Step 3, so your output formula is now:

`={A1:B2;{"TOTAL",sum(B1:B2)}}`

This gives you your answer:

### Step 5: Use indented notation in formula bar

This is purely a presentational step, to make the formula a little more readable inside of the formula bar. Simply add some line breaks (Ctrl + Enter) and indentations:

`={`

A1:B2

;

{

"TOTAL",

sum(B1:B2)

}

}

**Ready?**

Ok good, let’s get back to the main example:

# Total row example with QUERY function

For this example we’ll use some New York City data, specifically data about how many open positions there are for different agencies within the city.

What we’d like to do is summarize the number of positions for each agency, i.e. combine all the agency lines into single lines with a total count for that agency.

We’re “grouping” our data into the categories listed in column A, and adding up all of the values in column B that fall into each group.

To achieve that, we use the QUERY function with a group by clause, to aggregate the number of positions data for each agency:

`=QUERY($A$11:$B$61,"select A, sum(B) group by A order by sum(B) desc label sum(B) 'Total Positions'",1)`

which gives an output like this:

Ok, so far so good. Nothing new to see here.

(Learn about or refresh your memory on the QUERY function here.)

How do we go about adding that total row then?

## How to add a total row:

Essentially what we’re doing is exactly the same as the simple example above, creating two separate tables (one is the summary table, like the one above, the other is the total row) and then we use an array formula to combine them into a single table.

Here’s a pseudo formula to illustrate what we’re doing:

`= { QUERY ; TOTAL }`

<-- notice use of semi-colon **;**

and then the Total is actually it’s own array formula as we saw:

`{ "TOTAL" , SUM(range) }`

<-- notice use of comma **,**

so that the final formula, a nested array formula, takes this form:

`= { QUERY ; { "TOTAL" , SUM(range) } }`

So let’s go ahead and nest the QUERY function inside of the array formula, with an array SUM formula for the total:

`={QUERY($A$11:$B$61,"select A, sum(B) group by A order by sum(B) desc label sum(B) 'Total Positions'",1);{"TOTAL",SUM($B$11:$B$61)}}`

*(Optional)* Let’s add some line breaks and indentations to make things a little clearer (you can do this in your formula bar too! Use Ctrl + Enter to insert new lines into your formulas and make them more readable):

`={`

QUERY(

$A$11:$B$61,

"select A, sum(B) group by A order by sum(B) desc label sum(B) 'Total Positions'",

1

)

;

{

"TOTAL",

SUM($B$11:$B$61)

}

}

The following image shows how the different parts of the formula output data in the table, with the array syntax added in red:

## Final step to make it dynamic

There’s one last tweak we need to make if we want it to be dynamic, so that the total row moves up or down as the table expands when we add or remove data, and exhibit behavior like this:

There are two things we need to do: 1) adjust the range to include whole of columns A & B, 2) adjust the QUERY function to remove the blank row that gets added after step 1).

Adjust the range by removing the ** $61** references so we include the whole of columns A and B. Then tweak the QUERY function by adding a WHERE clause to exclude all the blank rows from column A.

The final function is:

`={`

QUERY(

$A$11:$B,

"select A, sum(B) where A is not null group by A order by sum(B) desc label sum(B) 'Total Positions'",

1

)

;

{

"TOTAL",

SUM($B$11:$B)

}

}

## What about if I have a WHERE filter clause?

Ah ha! Sneaky!

You need to add that same filter into the total calculation row, to ensure you’re only including the relevant values into your total.

Say for example, we wanted to only show rows beginning with DEPT then we’d use a LIKE filter in our WHERE clause, both the main one and the new one introduced in the total row:

`={`

QUERY(

$A$11:$B,

"select A, sum(B) where A is not null and A like 'DEPT%' group by A order by sum(B) desc label sum(B) 'Total Positions'",

1

)

;

{

"TOTAL",

SUM(QUERY($B$11:$B,"select B where A like 'DEPT%'",1))

}

}

## Can I see an example worksheet?

Feel free to make your own copy.

Thank You! This is highly useful. Would one follow the same syntax if the query had two columns to sum? Would you be able to post an example of multiple columns to sum?

Yes, you can use the same syntax for more columns, you just need to be sure that the number of columns in your QUERY table

matchesthe number of columns in your TOTAL row table.Very useful…

Thank You for making my life easier 💖

Fantastic post, thank you very match

Ben, many thanks for all those helpful tutorials!

One question, though…

Why don’t you put a “where A ” ” clause instead of the “limit” to not take the blank rows?

Wouldn’t that be better, allowing more ordering options in the results?

Good call Max D.!

Both solutions work, but I like using the WHERE clause because it’s less complex and relies on one less nested formula. Thanks. Have updated the article to reflect this.

I have more than just two rows and for some reason, it is saying:

1) That I have a circular dependency

2) Once I allow for one circular reference, it totals to 0

What’s your formula? Also, if you’re based in continental Europe, the “;” and “,” are the other way around…

`={QUERY(Master,"Select B, sum(D), sum(E), sum(F), sum(G) Where A>= date '"&Text(B1,"yyyy-mm-dd")&"' AND A<= date '"&Text(D1,"yyyy-mm-dd")&"' AND("&Trim("upper(B) contains '"&Upper(JOIN("' OR upper(B) contains '",FILTER(G2:G,NOT(ISBLANK(G2:G)))))&"'")&") group by B label sum(D) 'Cost', Sum(E) 'Impr', sum(F) 'Inter.', sum(G) 'Conv.' " , 1); "Total",Sum(B3:B),Sum(C3:C),Sum(D3:D),Sum(E3:E)}`

Firduash – you need to add curly brackets {} around your total line, like this:

`{"Total",Sum(B3:B),Sum(C3:C),Sum(D3:D),Sum(E3:E)}`

so your full formula becomes:

`={QUERY(Master,"Select B, sum(D), sum(E), sum(F), sum(G) Where A>= date '"&Text(B1,"yyyy-mm-dd")&"' AND A< = date '"&Text(D1,"yyyy-mm-dd")&"' AND("&Trim("upper(B) contains '"&Upper(JOIN("' OR upper(B) contains '",FILTER(G2:G,NOT(ISBLANK(G2:G)))))&"'")&") group by B label sum(D) 'Cost', Sum(E) 'Impr', sum(F) 'Inter.', sum(G) 'Conv.' " , 1); {"Total",Sum(B3:B),Sum(C3:C),Sum(D3:D),Sum(E3:E)}}`

Hope that helps!

Ben

Hi Ben,

Unfortunately, it did not help. I still receive a circular dependency error. When I allow one iteration, it does not add, the totals row remains all zero. I tried adjusting the formatting of the raw data but that doesn’t make a difference. I used only two columns table to stay in line with your example but adding one column ends in a circular dependency or a 0 value.

Can you share your sheet? If I have time I’ll try to take a look. Cheers, Ben

Also, you need to sum the original data, not the data in the new query table, otherwise you’ll get circular dependency errors.

Hi Ben,

I had the same issue with circular dependency errors and found a hack.

={query(A:C,”Select A, Sum(B),Sum(C) where A is not null group by A order by sum(B) desc label sum(B) ‘Total Data1’, sum(C) ‘Total Data2′”);{“Total”, index(query(A:C,”select sum(B)”),2,1),index(query(A:C,”select sum(C)”),2,1)}}

I Basically query the Totals only and then wrap an INDEX around them.

Here is a link to the sample sheet https://goo.gl/rWK9NT

Hey Shane,

Thanks for sharing your solution, nice use of index 🙂

However, you shouldn’t get the circular errors if you’re summing the original data, with a straightforward sum formula.

Cheers,

Ben

Hi Ben,

Thanks for the positive feedback, and you right if you sum the original data you will not get a circular ref. The issue is sometimes your Query will have “filters” and summing the original data will not be accurate. Say you wanted to sum a range of data the contains the word “Dept” then your query will change and the therefore your totals will need to change too.

Great question!

Yes, absolutely. In this case you need to put a query filter inside of the SUM function in the total row as well. Taking your example of wanting to filter on the range containing DEPT, our formula for the total would look like this:

`=SUM(QUERY($A$11:$B,"select B where A like 'DEPT%'",1))`

And the full QUERY with total row formula would look like this:

`={QUERY($A$11:$B,`

"select A, sum(B) where A is not null and A like 'DEPT%' group by A order by sum(B) desc label sum(B) 'Total Positions'",1);

{"TOTAL",SUM(QUERY($A$11:$B,"select B where A like 'DEPT%'",1))}}

I’ve added this example to the article and template.

Cheers,

Ben

Hi Ben – I think your last example in the article may be missing a like statement in the first query function (the one that I’m replying to appear correct).

Cheers,

Stu

Good spot, Stu! I missed it in the main article. Updated now.

Cheers,

Ben

Hi Ben,

I’ve been trying to use this nice tip but for some reason it doesn’t work. I did change my spreadsheet settings “locale” from United States to Italy (for dates purposes, since I live in Italy) and doing so I did see my formulas change automatically their semicolons for commas. However, I tried your formula from this article to do vertical/horizontal arrays, and since I had “Formula parse error”, I tried the simple examples. I realized that ={“total”;3} works well as vertical array, but ={“total”,3} gives “Formula parse error”.

As a result, ={QUERY(‘Full database’!B1:BW;”select G,F,I,J where C contains ‘”&Corso&”‘ and D contains ‘Sí’ or D contains ‘sí’ order by F label I ‘Titolo'”;1), {“Total:”;COUNTIFS(‘Full database’!D3:D;”Sí”;’Full database’!C3:C;”Vesc 2017*”)}} gives me “Formula parse error” too…

So, if you would know anything, would be great!

Thank you,

Cédric

Hey Cédric,

You need to use a backslash instead of a comma in your array functions, so your formula would look like this:

`={"total"\3}`

Cheers,

Ben

Thanks Ben. It worked great!

I had to add “”\””\ at the beginning of my array’s second parameter, since I have four columns in my query in my array’s first parameter. But anyways, I wouldn’t have figured out by myself the backslash \ trick.

Ben,

Thanks for all of the helpful examples. Unfortunately, I am not able to get this to work on my query which is below.

={QUERY({Donations!A:G; Payouts!A2:G}, “select Col1, sum(Col6) where Col1 != ” group by Col1 LABEL sum(Col6) ‘Balance'”); {“Total”, SUM($B$2:B)}}

I get a #REF! error for a circular dependency. Also when I tried SUM(Col6) I got a result, but the number was zero which is not correct. Any help you could provide would be greatly appreciated.

Best,

Kent

Hey Kent,

I think this may have something to do with the fact that your combining two data sources as your query table, but hard for me to tell without seeing the data.

The way I always figure these out is to just set aside the query function and figure out the plain SUM function in a separate cell. Once you have that working you should be able to plug it into your {} formula.

Cheers,

Ben

Have you found a way to do the total with a pivoted set of values, say 9 different queries for a sales activity by day of the month (they have to be separate queries to plug in a fix set of sales stages so blank/zero returned values are also shown). Is there is no alternative to totaling queried values across multiple queries?

Scratch that question, regular totals are working for me on multiple queried values. Great, informative post!

Great you got it sorted!

How can I do a vlookup from a query? Say, I query a range and base individually lookup a value from another database. Is there anything like inner join in VBA world?

There’s no JOIN functionality in the Query function, but there are some workarounds out there: https://stackoverflow.com/questions/48166016/how-to-join-tables-using-query-or-vlookup

Hello!

Trying to get this to work for my amateur attempt at a sheet.

Can someone take a look at this file and reccomend how to get the query and the dynamic total line to work? I essential want to query portions of the tab named “Markup”, I’ve applied a name to that range to make it easier to reference.

The query is on tab “Summery Tab” and is in cell A3. It functions currently as a straight query, but I can’t seem to integrate the above method of applying a dynamic total line.

Thanks!

Here’s the link to the doc…

https://docs.google.com/spreadsheets/d/1S-8PcH18yuu-QfaprxWM9kKhhhRc3Bd-QVda4TMfWs4/edit?usp=sharing

Edit permission is on, but please leave me comments/notes on how it was fixed.

Error

In ARRAY_LITERAL, an Array Literal was missing values for one or more rows.

`={query(projects, "select Q,R,S,T,U,V,W,X,Y where Q="&B1&"");{"TOTAL",SUM(I24:I)}}`

Same here:

`={`

QUERY(

projects,

"select Q,R,S,T,U,V,W,X,Y where Q="&B1&"",

1

)

;

{

"TOTAL",

SUM($I$24:$I)

}

}

Hi Ben!

I have a data validation cell (Sheet1 B1) that I reference, and a named range (Sheet2 ‘projects’). Could you explain why this formula is returning an error and how I can fix it? Column Q is the product ID, and column Y is the cost. I’m trying to replicate a pivot table that I can filter via the data validation cell.

`={query(projects, "select Q,R,S,T,U,V,W,X,Y where Q="&B1&"");{"TOTAL",SUM(QUERY(projects,"select Y where Q="&B1&""))}}`

This forumla returns #VALUE ‘Error

In ARRAY_LITERAL, an Array Literal was missing values for one or more rows.’.

Thanks in advance!

Hi Micah

It gives the error cause your arrays dont match. You need to add a few cells to match them.

Ex.

={query(projects, “select Q,R,S,T,U,V,W,X,Y where Q=”&B1&””);{“”,””,””,””,””,””,””,””.”TOTAL”,SUM(QUERY(projects,”select Y where Q=”&B1&””))}}

Hope this helps

Thanks, i’ll write in a fee minutes, I really apreciate this page!

:):)

Nancy

Hey Buddy,

thanks for this, it’s very clever & useful.

what if you have a query that uses import range? is there a way around that?

Ben, Love the blog and am working my way through your paid for courses. Excellent value.

I’m trying to format a total:

={query(AllTransactions, “select O, sum(D)*-1 WHERE C='”&B1&”‘ group by O LABEL O ‘Project Name’, sum(D)*-1 ‘Balance’ FORMAT sum(D)*-1 ‘£#,##0.00′”,);

{

“TOTAL”,

SUM(QUERY(AllTransactions,”select D*-1 where C like ‘”&B1&”‘ FORMAT D*-1 ‘£#,##0.00′”,1))

}

}

is there something obvious I am doing wrong? Thanks

Hi Ben, thanks for this awesome article! When I add line breaks as you describe in your article for readability, it works great. However, when I try to add indentations by hitting the space bar a few times, the indentations do not save (the content all goes back to be left justified with no indentation). How do you add the indentations?

Thanks,

Adam

this no work ?? = {

QUERY

(

OPERACIONES;

“Select B,E,F,G,H

where F ='”&D3&”‘

and D = ‘Ingreso’

and C >= ‘”&E1&”‘

and C <= '"&E2&"'";

-1);

{"example","example","example","example","example"

}

}

Hi Ben,

Thanks so much for this! It’s amazing and works like a charm. I found your advice to build the formulas separately and then combine them to be particularly helpful.

I have this up and running and it’s working great. I’m now trying to refer to cells in my ‘Total’ line in order to make calculations, with the Total often being an absolute reference in my formulas (i.e. % of Total). Do you know if there’s a way to make that absolute reference dynamic so that it will change if the total line changes positions due to changes or additions in the data? I realize this may not be possible, but thought I’d ask… Appreciate any advice you have.