Dot Plots In Google Sheets

Dot plots are simple charts consisting of dots plotted on a simple scale, typically used to show small counts or distributions.

Dot plots are one of the simplest statistical charts, only suitable for small-sized data sets. They’re helpful for understanding the “shape” of your data by highlighting clusters, gaps, and outliers. (A histogram is better suited to showing the data distribution of larger datasets, e.g. > 30 datapoints.)

Here’s a table using dot plots to show the hypothetical number of meetings per day for these five employees:

Dot Plot in Google Sheets

How To Create Dot Plots In Google Sheets

You create dot plots in Google Sheets with formulas! 

Suppose we have this data in row 1 of a Google Sheet, in cells A1 to E1:

Data for Dot Plot in Google Sheets

Step 1: 

Create a basic REPT function next to the data, e.g. in cell F1:

=REPT("*",A1)

Step 2:

Next, turn this REPT formula into an array formula:

=ArrayFormula(REPT("*",A1:E1))

Step 3:

Then use the JOIN function and CHAR function to combine the array output. CHAR(10) creates a carriage return, which we use as the delimiter:

=ArrayFormula(JOIN(CHAR(10),REPT("*",A1:E1)))

Step 4 (optional):

Convert the * into circles with the CHAR function:

=ArrayFormula( JOIN(CHAR(10),REPT(CHAR(9679), A1:E1)))

Step 5 (optional):

Rotate the cell up:

Format > Rotation > Rotate up

Here’s an image showing the outputs for these 5 steps in column F:

Dot Plot workings

How To Create Multi-Colored Dot Plots In Google Sheets

Taking this idea one step further, we can add colored symbols to indicate the relative counts.

Here’s an example with green dots for large counts, then orange, and then red dots for the smallest counts:

Multi-Colored Dot Plot in Google Sheets

The formula is more complex and uses the IFS Function to categorize the inputs by relative size:

=ArrayFormula(JOIN(CHAR(10),REPT(IFS(A1:E1/MAX(A1:E1)>0.85,"🟢",A1:E1/MAX(A1:E1)>0.5,"🟠",TRUE,"🔴"),A1:E1)))

How does this formula work?

It’s an array formula that takes an input of the five numbers in columns A to E.

Inside the IFS function, the number (e.g. 7) is divided by the maximum number in the range (10 in this example) and compared to see if it’s bigger than the first threshold (0.85 in this example). If this is true, then the green dot is plotted, otherwise, the threshold is checked (0.5 in this example) If that’s true, then orange dot is used. If that is not true, then the red dot is used as the default.

The REPT function and the JOIN function perform the same way as step 3 above for the simpler single color example.

You can also replace the colored dots in this formula with their CHAR function equivalents, to keep it entirely formula driven:

=ArrayFormula(JOIN(CHAR(10),REPT(IFS(A1:E1/MAX(A1:E1)>0.85,CHAR(128994),A1:E1/MAX(A1:E1)>0.5,CHAR(128992),TRUE,CHAR(128308)),A1:E1)))

As a final step, don’t forget to rotate the cell text up, to get the dots plotted as columns rather than bars.

Notes

This Dot Plot technique first appeared in issue 188 of my weekly Google Sheets Tips newsletter. Signup here if you’d like to receive it!.

Thanks to reader Marcel L. for his sharing his idea for the multi-colored dot plot.

How To Set Default Values For Cells In Google Sheets

In this post, you’ll learn how to set default values for cells in Google Sheets, without using Google Apps Script code.

In the Sheet below, the cells in column B have default values of 100, 25, and 10 respectively. If a user types in a value (e.g. 200) it overwrites the default value. If a user deletes whatever value is in the cell already, then the default value of 100 is displayed again.

Default Values for cell in Google Sheets

Setting Default Values For Cells In Google Sheets

The key to make this technique work is to use Array Literals to create a formula which spills into the adjacent cell. This is a rather abstract concept, so let’s run through an example.

In a blank Sheet, write the value “Input” in cell A1. In cell B1, type this formula:

={"",100}

Your Sheet will look like this:

Default Value Setup Google Sheet

Try typing 200 in cell C1, over the top of the 100.

Cell C1 will show the 200, but cell B1 now displays a #REF! error.

Now, delete the value you just typed in cell C1. The error message disappears and the default value of 100 is displayed again.

Default cell Google Sheets

Finally, hide column B so that the #REF! error is never seen, and you have a default value of 100 set for cell C1.

Hidden column default value Google Sheets

🎩   Hat tip to my friend Scott Ribble for showing me this ingenious solution.

Advanced Default Values Without Hidden Column

The method above suffers from one drawback though: it necessitates a hidden column.

However, we can use a clever circular formula to address this.

In a new blank Sheet, add this formula in cell A1:

=IF(ISBLANK(B1),{"Input",100},"Input")

Initially, you may see this error message about a circular error (i.e. a formula that references itself):

Circular Error in Google Sheets

That is a problem, but we fix it by switching on iterative calculations and restricting them to a single iteration from the menu:

File > Settings

Go to “Calculation”.

Set “Iterative calculation” to “On” and the “Max number of iterations” to 1.

(The threshold can be left at 0.05 because it doesn’t apply in this case.)

Iterative Calculation Google Sheets

Now, you can enter any value you want in cell B1 and if you delete it, the default value of 100 will be shown.

How Does This Work?

The IF function checks whether cell B1 is blank.

If it is blank, then it outputs the array literal:

{"Input",100}

which displays “Input” in cell A1 and the value 100 in cell B1.

However, if cell B1 already has a value then the IF function output is just the string “Input” in cell A1.

Note: default values are not limited to numbers. It could be text, an image, or even another formula.

Default Values Checkbox Example

You can use default values to check or uncheck checkboxes. Here’s a cool illustration of how to create a select all checkbox in Google Sheets, using deafult values.

Thanks to one of the readers in the comments below for sharing this solution.

Default Values Formulas To Mimic Radio Buttons

Another interesting use case for these default values is to mimic radio buttons with formulas and checkboxes.

Radio button behavior with checkboxes and formulas

Column A contains array literal formulas that ensure a user can only select a single checkbox at a time.

How To Draw The Cantor Set In Google Sheets

The Cantor set is a special set of numbers lying between 0 and 1, with some fascinating properties.

It’s created by removing the middle third of a line segment and repeating ad infinitum with the remaining segments, as shown in this gif of the first 7 iterations:

Cantor Set Iterations

The formulas used to create the data for the Cantor set in Google Sheets are interesting, so it’s worth exploring for that reason alone, even if you’re not interested in the underlying mathematical concepts.

But let’s begin by understanding the set in more detail…

What Is The Cantor Set?

Cantor Set in Google Sheets

The Cantor set was discovered in 1874 by Henry John Stephen Smith and subsequently named after German mathematician Georg Cantor.

The construction shown in this post is called the Cantor ternary set, built by removing the middle third of a line segment and repeating ad infinitum with the remaining segments.

It is sometimes known as Cantor dust on account of the dust of points that remain after repeatedly removing the middle thirds. (Cantor dust also refers to the multi-dimensional version of the Cantor set.)

The set has some fascinating, counter-intuitive properties:

  • It is uncountable. That is, there are as many points left behind as there were to begin with.
  • It’s self-similar, meaning each subset looks like the whole set.
  • It’s fractal with a dimension that is not an integer.
  • It has an infinite number of points but a total length of 0.

Wow!

How To Draw The Cantor Set In Google Sheets

To be clear, the Cantor set is the set of numbers that remain after removing the middle third an infinite number of times. That’s hard to comprehend, let alone do in a Google Sheet 😉

But we can create a picture representation of the Cantor set by repeating the algorithm ten times, as shown in this tutorial:

Create The Data

Step 1:

In a blank sheet called “Data”, type the number “1” into cell A1.

Step 2:

In cell B1, type this formula:

={ FILTER(A1:A,A1:A<>"") ;
SUM(FILTER(A1:A,A1:A<>"")) ;
FILTER(A1:A,A1:A<>"") }

Step 3:

Drag this across your sheet up to column J, which creates the data for the first 10 iterations.

Each formula references the column to the left. For example, the formula in cell D will reference column C.

Your data will look like this:

Data For Cantor Dust in Google Sheets

How does this formula work?

It combines array literals and the FILTER function.

Let’s break it down, using the onion framework.

The innermost formula is:

=FILTER(A1:A,A1:A<>"")

This formula grabs all the data from column A and returns any non-blank entries, in this case just the value “1”.

Now we combine two of these together with array literals:

={ FILTER(A1:A,A1:A<>"") ;
FILTER(A1:A,A1:A<>"") }

Here the array literals { ... ; ... } stack these two ranges.

In this first example, it puts the number “1” with another “1” beneath it in column B.

Then we add a third FILTER and also SUM the middle FILTER range to create our final Cantor set algorithm:

={ FILTER(A1:A,A1:A<>"") ;
SUM(FILTER(A1:A,A1:A<>"")) ;
FILTER(A1:A,A1:A<>"") }

As we drag this formula to adjacent columns, the relative column references will change so that it always references the preceding column.

In column B, the output is:

1,1,1

Then in column C, we get:

1,1,1,3,1,1,1

And in column D:

1,1,1,3,1,1,1,9,1,1,1,3,1,1,1

etc.

This data is used to generate the correct gaps for the Cantor set.

Draw The Cantor Set

We’ll use sparklines to draw the Cantor set in Google Sheets.

Cantor Dust In Google Sheet
Click to enlarge

Step 4:

Create a new blank sheet and call it “Cantor Set”.

Step 5:

Next, create a label in column A to show what iteration we’re on.

Put this formula in cell A1 and copy down the column to row 10:

="Cantor Set "&ROW()

This creates a string, e.g. “Cantor Set 1”, where the number is equal to the row number we’re on.

Step 6:

The next step is to dynamically generate the range reference. As we drag our formula down column B, we want this formula to travel across the row in the “Data” tab to get the correct data for this iteration of the Cantor set.

Start by generating the row number for each row with this formula in cell B1 and copy down the column:

=ROW()

(I set up my sheet with the data in columns because it’s easier to create and read that way. But then I want the Cantor set in a column too, hence why I need to do this step.)

Step 7:

Use the row number to generate the corresponding column letter with this formula in cell C1 and copy down the column:

=ADDRESS(1,ROW(),4)

This uses the ADDRESS function to return the cell reference as a string.

Step 8:

Remove the row number with this formula in cell D1 and copy down the column:

=SUBSTITUTE(ADDRESS(1,ROW(),4),"1","")

Step 9:

Combine these two references to create an open-ended range reference for the correct column of data in the “Data” sheet.

Put this formula in cell E1 and copy down the column:

="'Data'!"&ADDRESS(1,ROW(),4)&":"&SUBSTITUTE(ADDRESS(1,ROW(),4),"1","")

This returns range references e.g. 'Data'!A1:A

Step 10:

Put this formula in cell F1 and copy down the column:

=INDIRECT("'Data'!"&ADDRESS(1,ROW(),4)&":"&SUBSTITUTE(ADDRESS(1,ROW(),4),"1",""))

This will show #REF! errors: “Array result was not expanded because it would overwrite data in…”

However, don’t worry, these are only temporary as we’ll dump this data into the sparkline formula next.

Step 11:

In column G, create a default sparkline formula:

=SPARKLINE(INDIRECT("'Data'!"&ADDRESS(1,ROW(),4)&":"&SUBSTITUTE(ADDRESS(1,ROW(),4),"1","")))

This shows the default line chart (except for the first row where it shows a #N/A error).

Step 12:

In column H, convert the line chart sparkline to a bar chart sparkline by specifying the charttype in custom options:

=SPARKLINE(INDIRECT("'Data'!"&ADDRESS(1,ROW(),4)&":"&SUBSTITUTE(ADDRESS(1,ROW(),4),"1","")),{"charttype","bar"})

Step 13 (optional):

Finally, in column I, change the colors to a simple black and white scheme, by specifying color1 and color2 inside the sparkline:

=SPARKLINE(INDIRECT("'Data'!"&ADDRESS(1,ROW(),4)&":"&SUBSTITUTE(ADDRESS(1,ROW(),4),"1","")),{"charttype","bar";"color1","black";"color2","white"})
Cantor Set Data Formulas
Click to enlarge

Feel free to delete any working columns once you have finished the formula showing the Cantor set.

Finished Cantor Set In Google Sheets

Here are the first 10 iterations of the algorithm to create the Cantor set:

Cantor Set In Google Sheet
Click to enlarge

Of course, this is a simplified representation of the Cantor set. It’s impossible to create the actual set in a Google Sheet since we can’t perform an infinite number of iterations.

Can I see an example worksheet?

Yes, here you go.

See Also

You might enjoy my other mathematical Google Sheet posts:

PI Function in Google Sheets And Other Fun π Facts

Complex Numbers In Google Sheets

How To Draw The MandelBrot Set In Google Sheets, Using Only Formulas

The FACT Function in Google Sheets (And Why A Shuffled Deck of Cards Is Unique)

How To Draw The Sierpiński Triangle In Google Sheets

Exploring Population Growth And Chaos Theory With The Logistic Map, In Google Sheets

Radial Bar Charts in Google Sheets

In this post, I’m going to show you how to create radial bar charts in Google Sheets.

Radial Bar Chart in Google Sheets

They look great and grab your attention, which is important in this era of information overload.

But they should be used sparingly because they’re harder to read than a regular bar chart (because it’s harder to compare the length of the curved bars).

How To Create A Radial Bar Chart In Google Sheets

Let’s begin with the data.

In this example, we’ll create a radial bar chart in Google Sheets with 3 series.

We need a column of values for these 3 series, for example, products with a number of units sold.

Next, we need some upper limit (max value) for our bars. This allows us to scale the bars properly.

Lastly, we need a helper column that calculates the difference between the max value and the actual value.

Here’s the data for the radial bar chart, in cells E3:H6:

Radial bar chart data table with Formula

Ok, I’m going to let you in on a little secret now…

This is not a single chart. No sir, it’s three charts overlaid on top of each other.

And yes, this means it takes three times as long to create!

Step 1: Create the inner circle

Highlight the first row of data but exclude the max value column. In the example dataset above, highlight E4:G4 and insert a chart.

Select a doughnut chart.

Under the Setup menu, make sure to check the “Switch rows/columns” checkbox, so your chart looks like this:

Donut chart in Google Sheets

Under the customize menu of the chart tool, set the following conditions:

  • Background color: None
  • Chart border color: None
  • Donut hole size: 67%
  • Set Slice 2 color to none
  • Remove the chart title
  • Set the legend to none

This is what the inner donut should look like:

Donut chart in Google Sheets

Step 2: Create the middle circle

Repeat the steps above for the inner circle, but use the next row of data, choose a different color, and set the donut hole size to 77% (you may have to experiment with these percentages to line everything up at the end).

Drag the second donut chart on top of the first and line up the radial bars to get:

Radial Bar Chart in Google Sheets

Step 3: Create the outer circle

Again, repeat the steps above from the inner circle to create a third donut chart, using the third row of data, a different color, and setting the donut hole size to 81% (again, this might need tweaking to line everything up).

Drag this third donut chart on top of the other two and you have a radial bar chart in Google Sheets!

Radial Bar Chart in Google Sheets

Note on editing charts:

Since the charts are placed on top of each other, you’ll only be able to access the top chart to edit. You’ll have to move it to the side to access the chart underneath, and then move that one if you want to access the inner chart.

Step 4: Add the data labels

It gets messy to add the data labels to each chart through the chart editor, so I opted to create formulas to add my data labels into the cells next to each bar of the radial bar chart.

To access cells underneath the charts, click on a cell outside of the chart area and then use the arrow keys on your keyboard to reach the desired cell.

Once there, add the following formula:

=E6&": "&TEXT(F6,"#,0")

This formula uses the TEXT function to combine text and numbers in Google Sheets.

This shows the series name and value alongside each bar:

Data labels for radial bar chart in Google Sheets

To finish, remove the gridlines from your Sheet to give the chart a clean look.

Radial Bar Chart in Google Sheets

Can I see an example worksheet for the radial bar chart?

Yes, here you go.

Real World Examples of Radial Bar Charts

My friend Jeff Sauer, who founded Data Driven U to teach people data-driven marketing, contacted me recently about creating a radial bar chart for one of his workshops.

He is graciously sharing his report here, so you can see a radial bar chart with six rings:

Data Driven U chart

This is a screenshot of his Google Sheet!

(If you’re looking for top draw digital marketing, then you should definitely check out Jeff’s site: DataDrivenU.com This is not an affiliate link, just a personal recommendation!)

You’ve probably also seen a radial bar chart in the wild with the Apple Watch Rings Chart!

Apple Watch Ring Chart

Google Sheets REGEX Formulas

This post explores the Google Sheets REGEX formulas with a series of examples to illustrate how they work.

Regular expressions, or REGEX for short, are tools for solving problems with text strings. They work by matching patterns.

You use REGEX to solve problems like finding names or telephone numbers in data, validating email addresses, extracting URLs, renaming filenames containing the word “Application” etc.

They have a reputation for being hard, but once you learn a few basic rules and understand how they work you can use them effectively.

There are three Google Sheets REGEX formulas: REGEXMATCH, REGEXEXTRACT, and REGEXREPLACE.

Each has a specific job:

• REGEXMATCH will confirm whether it finds the pattern in the text.

• REGEXEXTRACT will extract text that matches the pattern.

• REGEXREPLACE will replace text that matches the pattern.

Let’s understand them with a series of examples.

Continue reading Google Sheets REGEX Formulas