## Running Total Array Formulas Using The MMULT Function

In this post we’ll look at how to calculate a running total, using a standard method and an array formula method. We’ll cover the topic of matrix multiplication (take a deep breath, it’s going to be ok!) using the MMULT formula, one of the more exotic, and challenging formulas in Google Sheets.

If you like video tutorials, here’s the one on MMULT:

This is a lesson from my latest, Google Sheets course on Advanced Formulas 30 Day Challenge (it’s free!).

## 10 Tips To Build A Google Sheets Budget Template

It probably won’t surprise you to hear that I use a Google Sheets budget template to track my finances, both incomings and outgoing, at home and for my business.

The dashboards available through online banking sites are pretty rudimentary. They don’t give much insight into what’s happening with my finances, particularly over longer time frames.

I like using Google Sheets, as opposed to another third party service like Mint, because it’s fully customizable. It’s easy to use and I can share any spending or budget templates easily with my wife.

I’m not a financial expert, so I won’t be dispensing any financial advice here. I won’t opine on what you should or shouldn’t show in your spending and budget templates in this post, nor will I talk about what your financial goals should be or how to get there.

What I will do in this post however, is show you some useful tips in Google Sheets that you can use for building your own budget templates. Techniques to make them more insightful and more helpful for reaching your goals.

## Filtering With Dates In The QUERY Function

If you’ve ever tried to filter on a date column in the Query function in Google Sheets, then you know how tricky it can be.

In a nutshell, the problem occurs because dates in Google Sheets are actually stored as serial numbers, but the Query function requires a date as a string literal in the format yyyy-mm-dd, otherwise it can’t perform the comparison filter.

This post explores this issue in more detail and shows you how to filter with dates correctly in your Query formulas.

## The problem

You might for example try the following syntax:

`=QUERY(Data!\$A\$1:\$H\$136,"select C, B where B > '1/1/2000'",1)`

Unfortunately, the output of such a query is blank:

If instead we remove the single quotes from around the date and try again, we get a #VALUE! error because the Query formula can’t perform the comparison:

Alas, what are we to do!

Neither of these “standard” formats work, because the dates are not in the correct format for the Query function.

## Correct syntax for dates in the Query function

Per the Query Language documentation, we need to include the `date` keyword and ensure that the date is in the format `yyyy-mm-dd` to use a date as a filter in the WHERE clause of our Query function.

Putting aside the Query function for a moment, let’s consider that `"select..."` string.

The new syntax we want will look like this:

`date_column > date '2000-01-01'`

Our challenge is to create a text formula to create this syntax for us, inside our query function.

Dealing with the text function first, starting with our required date of 1/1/2000 and working outwards:

First, we convert it to a serial number format with the `DATEVALUE()` wrapper:

`=DATEVALUE("1/1/2000")`

The output of this formula is a number:

`36526`

Then the `TEXT()` function converts it to the required format for the Query formula by specifying a format of `"yyyy-mm-dd"`:

`=TEXT(DATEVALUE("1/1/2000"),"yyyy-mm-dd")`

The output of this formula is a date in the desired format:

`2000-01-01`

Next we add single quotes around the new date format, with the `"'"` syntax. Finally, we insert the word `date` into the query string, to give:

`="select C, B where B > date '"&TEXT(DATEVALUE("1/1/2000"),"yyyy-mm-dd")&"'"`

which gives or desired output:

`select C, B where B > date '2000-01-01'`

That’s the syntax challenge done!

We can now plop that string into the middle argument of our Query function as per usual, and it’ll do the trick for us.

In this case, I was using a table of Space Shuttle mission data from Wikipedia, which contains a column of launch dates.

I used the `IMPORTHTML()` function to import that table into my Google Sheet, into a tab called Data in the range `A1:H136`. There’s a link to this dataset and worksheet at the end of the post.

This Query formula returns all of the Space Shuttle missions after 1 January 2000:

`=QUERY(Data!\$A\$1:\$H\$136,"select C, B where B > date '"&TEXT(DATEVALUE("1/1/2000"),"yyyy-mm-dd")&"'",1)`

The output of our formula is now returning the correct, filtered data:

## Referencing a date in a cell

The formula is actually simpler in this case, as we don’t need the DATEVALUE function. Assuming we have a date in cell A1 that we want to use in our filter, then the formula becomes:

`=QUERY(Data!\$A\$1:\$H\$136,"select C, B where B > date '"&TEXT(A1,"yyyy-mm-dd")&"'",1)`

## Example showing filter between two dates

Again, it’s relatively simple to extend our formula by adding a second date clause after the `AND` keyword:

`=QUERY(Data!\$A\$1:\$H\$136,"select C, B where B > date '"&TEXT(A1,"yyyy-mm-dd")&"' and B <= date '"&TEXT(B1,"yyyy-mm-dd")&"'",1)`

## Using today’s date as a filter

Substitute the TODAY() function into our formula:

`=QUERY(Data!\$A\$1:\$H\$136,"select C, B where B > date '"&TEXT(TODAY(),"yyyy-mm-dd")&"'",1)`

## Show data from the GitHub API in Google Sheets, using Apps Script and Oauth

This post shows you how to connect a Google Sheet to GitHub’s API, with Oauth and Apps Script. The goal is to retrieve data and information from GitHub and show it in your Google Sheet, for further analysis and visualization.

If you manage a development team or you’re a technical project manager, then this could be a really useful way of analyzing and visualizing your team’s or project’s coding statistics against goals, such as number of commits, languages, people involved etc. over time.

## Contents

Note, this is not a post about integrating your Apps Script environment with GitHub to push/pull your code to GitHub. That’s an entirely different process, covered in detail here by Google Developer Expert Martin Hawksey.

## How to add a total row to a Query Function table in Google Sheets

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) } }`