Last week at the Chandoo.org Forums, MarnieB asked:
“I have been asked to produce a chart that looks like the spokes in a wheel. Lines for each data point that start from the same point in the middle and go out in different directions. The length of the line indicates the value of the data point. There are only 5 or 6 data points.”
Lets see how we can produce such a “Spoke Chart” in Excel.
Disclaimer: Before I go too far I want to say that this post isn’t recommending the use of this type of chart. The post is about introducing techniques which you can use as the basis of many custom chart types. The post just uses this chart as a simple example.
EXCEL CHART TYPES
Excel doesn’t have a native Spoke Chart in its catalog of built in Chart Types.
As MarbnieB found out, Radar Chart give some level of simulation, but there not ideal for what MarnieB’s boss wanted.
Luckily for us Excel has a Scatter Chart and this chart type can be used as a veritable drawing board for your own purposes.
The Scatter Chart draws lines between sets of coordinates in the X-Y plane.
Typically Scatter Chart are used for Plotting two variables against each other where neither the X or Y axis has a regular occurrence frequency,
But Scatter Charts can also be used for adding custom chart types as we will see below.
MARNIEB’s SPOKE CHART
Lets look at MarnieB’s specifications:
- It should have 5 or 6 spokes
- Spokes radiate out from a central hub
- The length of the spokes should reflect the spokes value
So it will look something like this:
(Not drawn to scale)
We can imagine that the center of the Spoke is at a position X=0, Y=0 or (0, 0) on the Cartesian plane.
We can then break up a circle into a number of segments n. MarnieB’s requirements n = 6.
As a full circle is 360 degrees we can see that each spoke will be separated by 360/6 = 60 Deg
Hence there will be spokes at:
- 0 Deg
- 60 Deg
- 120 Deg
- 180 Deg
- 240 Deg
- 300 Deg
The length of each spoke will be supplied by MarnieB.
We can use the Scatter chart to plot each Spoke as a separate series on the scatter chart.
Each series will consist of two points, being the center point (0, 0) and another point at the end of the spoke (x, y).
We will need to determine the X and Y values for each end of the spoke.
Using some simple trigonometry we see that:
X = Length * Cos ( angle )
Y = Length * Sin ( angle )
Now we know the angles and lengths and so in Excel we can setup a small table to calculate the X, Y values for each end of the spokes.
Using Excel we need to remember that Excel requires angles in radians. This just requires a simple modification to the formula to:
X = Length * Cos (Radians( angle ) )
Y = Length * Sin (Radians( angle ) )
Setup the Chart Series
Before we jump in you can follow along this example using a new Excel file or the worked Example File, Excel 97/03, Excel 07/10.
As mentioned above each spoke will require two points
Point 1, The center of the spoke at 0,0 and a point at X, Y
In Excel we setup a small table of the Inputs including the Point Id, Angle and Length
We can then add some formulas to take the inputs and convert them to X, Y Cartesian coordinates using the formulas described above.
Putting the Chart Together
Once you have the Spoke coordinates you can construct the chart
With NO data selected, goto the Insert Ribbon and select Scatter, Scatter with Straight Lines
A blank chart will appear on the Screen
You can resize and shift the chart to a useable location if you require.
Right Click on the Chart and select the Select Data option
The following dialog appears:
Select the Add, button and the Edit Series dialog appears.
The Series Name: is linked to the Spokes Name $A$4
The Series X values: is linked to the two Chart X values: E3:E4
The Series Y values: is linked to the two Chart X values: F3:F4
Ok when complete
You can now go ahead and add the other 5 Series to the chart by selecting the Add button.
Your Select data dialog will now appear like:
And the chart will appear something like:
Cleanup and Format the Chart
We now need to clean up and format the chart
Select and Delete the Charts Title, Chart Legend & Horizontal Grid Lines
Select Each Axis in Turn, Right Click and Format Axis
Set the Minimum and Maximum values to something greater than our data eg: -20, +20 in our example. The Minimum and Maximum for the Horizontal and Vertical axis bust be the same so that the chart scales correctly.
Resize the Chart so that it is approximately square
Leave the axis for now, it is simple to delete them later
Select each spoke in turn
Right Click and select Format Data Series
Set the Marker Options, Marker Fill, Line Style, Line Color to suit your preferences
If you want to add a marker to one end of the line, Select the line, then use the Right/Left arrow keys to select the end you want, Ctrl 1 to Edit the Format of that end only.
Your chart should now be something like:
Add Data Labels
Select each spoke in turn using the Up/Down arrows, then using the Right/Left Arrow keys, select the outer end of the Spoke
Right Click and Add Data Label
A Default value will appear which is the Y Value for the data point
Right Click on the Data Label then select Format Data Label or simply press Ctrl 1
Unclick the Y Value and Tick the Series Name
Repeat for each Spoke.
You may want to change the alignment for some of the Data Labels so they don’t clash with the spokes.
Add Circular Grid Lines
Lets add 3 Grid lines at a Maximum value and at 1/3rd and 2/3rds of that value
First we need to calculate the Grid Values
In cells C22:C24 I added 3 formulas
I have then assigned 3 Named Formulas to the 3 cells
Max_Circle: =$C$22
Mid_Circle: =$C$23
Min_Circle: =$C$24
To make a circle on a Scatter Chart we will need some points for the X and Y values for each point around the circle
To achieve this I will use a few Named Formulas:
t: =RADIANS(ROW(OFFSET(‘1’!$A$1,,,361,1)))
X_1: =SIN(t)*Max_Circle
Y_1: =COS(t)*Max_Circle
X_2: =SIN(t)*Mid_Circle
Y_2: =COS(t)*Mid_Circle
X_3: =SIN(t)*Min_Circle
Y_3: =COS(t)*Min_Circle
Lets look at a few of these and see what is going on:
t: =RADIANS(ROW(OFFSET(‘1’!$A$1,,,361,1)))
This formula sets up an Array of 360 values from 1 to 361, corresponding to 1 degree to 361 degrees. This occurs using the formula: = ROW(OFFSET(‘1’!$A$1,,,361,1)) which takes the Row value of an temporary range which is setup from cell A1 and offset 0 Rows, 0 Columns and is 361 rows high and 1 Column wide.
In a blank cell C27 type: = ROW(OFFSET(‘1’!$A$1,,,361,1)) press F9 not Enter
Excel will display ={1;2;3;4;5; … ;355;356;357;358;359;360;361}
1 number for each row, which will be used to represent the degrees of the circle
In a blank cell C28 type: =Radians( ROW(OFFSET(‘1’!$A$1,,,361,1))) press F9 not Enter
Excel will display ={0.0174532925199433;0.0349065850398866;0.0523598775598299; … ; 6.2482787221397;6.26573201465964;6.28318530717959;6.30063859969953}
The same array of Degrees now converted to Radians
You can learn more about how this style of formula works by reading the Formula Forensics Series where a number of similar formulas are used.
We can now use the Array of Radians to feed the Formula for the X and Y values
Looking at X: the X value of each point will be X = Circle Radius * Cos( t )
Where t is our array of Radians
So for Circle 1, the Maximum Circle the X Values will be
X_1: =Cos(t)*Max_Circle
In a blank cell C29 type: =COS(t)*Max_Circle press F9 not Enter
Excel will display ={14.9977154273459;14.9908624052864;14.9794430213186; … 14.9908624052864;14.9977154273459;15;14.9977154273459}
This is an array of the X Values of the Maximum Circle, all 360 of them.
You can check out the other X and Y values for the other circles yourself.
To add the Circular Grid lines to the chart, Right Click on the Chart, Select Data
This is the same Dialog we saw earlier
Select Add
Series name: =”Max Circle”
Series X values: =’1′!x_1
Series Y values: =’1′!y_1
Note: that we have added the worksheet name and the Named formula to the Series X and Series Y value fields. This serves to reference the Named Formula to this worksheet, sheet “1”.
Select Ok and add the Mid and Min Circles in a similar manner.
Your chart should now be similar to this:
Add Grid Annotation
Add Grid Annotation by adding 3 more series to the chart, 1 series for each annotation point.
We can put a point at the intersection of the 3 circles and the X Axis because we know the radius and the Y value = 0 so the 3 points will be at
(Min_Circle, 0)
(Mid_Circle, 0)
(Max_Circle, 0)
Once again Right Click on the Chart, Select Data
This is the same Dialog we saw earlier
Select Add
Series name: =”Min Annotation”
Series X values: =’1′!Min_Circle
Series Y values: ={0}
We can note that we have used the Named Formula for the Min Circle value as the X Value and that we have used a constant array for the Y value of 0.
Repeat this for the Mid and Max annotation points.
Format the Annotation Points
The 3 points you have just added to the chart may or may not be visible
The easiest way to find them is to either
Use the up/down arrow keys to scroll through the Chart series until you see it selected
Or
Select the Chart
Goto the Chart Tools, layout Ribbon and select the Min Annotation series from the drop down list:
If there is a marker showing, set the Marker Style to None
Close the Format Dialog and Right Click on the Marker, Add Data Labels
Select the Data Label and Change it from the Y Value to the X Value
Also change the Label Position to Above
Resize the Chart
Right Click on the outside of the Chart and select Format Chart Area
On the Size Tab, set the Height and Width to the same value
Select the Horizontal Axis and Delete it and repeat for the Vertical Axis
Your chart is now complete
DOWNLOAD THE ABOVE FILE
You can download the Example File used above: Excel 97/03, Excel 07/10.
OTHER CHARTS DONE IN EXCEL USING SCATTER CHARTS
As you have seen above the Scatter Chart can form the basis of your own custom Charts with the results being limited by your imagination.
Presented below are three Scatter charts where the authors have taken Scatter Charts to the extreme.
Hui’s – 3D Pendulums
In 2011, I produced an animated Scatter Chart consisting of 18 x 3D Pendulums in Excel which includes the ability to rotate the chart whilst the pendulums are swinging.
This is a Scatter Chart that consists of about 22 series, 18 for the Pendulums and a few others for the Frames and Axis.
The maths behind the pendulums locations and the rotations is all done via named formulas with a very simple macro driving the animation.
http://chandoo.org/wp/2011/07/06/3d-dancing-pendulums/
Excel Hero – Smith Chart
Daniel Ferry at Excel Hero.com has produced what I consider one of the most amazing charts in Excel I have ever seen.
I don’t make this statement just for the actual modelling of the Smith Chart or the use of Excel and Named Formulas in particular but also for the sheer Beauty that is displayed in the finished chart.
http://www.excelhero.com/blog/2010/08/excel-high-precision-engineering-chart-1.html
Frankens Team
The Frankens team has published a number of strange charts with a lot of them based on Scatter Charts.
https://sites.google.com/site/e90e50fx/home/creative-and-advanced-chart-design-in-excel
Please note that some of these charts use advanced excel techniques and are not for the feint hearted.
Yes the 3 charts above are all Scatter Charts, illustrating the incredible diversity that can be achieved using this tool.
WHAT CHART STYLES WOULD YOU LIKE TO SEE ?
What do you think of the techniques discussed above ?
What chart styles would you like to see ?
Let us know your thoughts to the above in the comments below:












































18 Responses to “Best Charts to Compare Actual Values with Targets – What is your take?”
Great post. I can't vote, though, because the answer I want to put down is "it depends". As with all visualisations, you've got to take into account your audience, your purpose, technical skills, where it will be viewed, etc.
I'm with Andy: It depends. Some I would use, some I might use, some I won't touch with a barge pole.
Naturally I have comments 🙂
The dial gauge, though familiar, is less easy to read than a linear type of chart (thermometer or bullet). It's really no better than the traffic lights, because all it can really tell you is which category the point falls in: red, yellow, or green.
By the same token, pie charts are so familiar, people don't know they can't read them. Remember how long it takes kids to learn to read an analog clock?
Bullet charts don't show trends.
With any of the charts that have a filled component and a marker or ine component, it makes more sense to use the filled component (area/ column) for target, and the lines or markers for actual.
[...] Best Charts to Compare Actual values with Targets (or Budgets … [...]
I voted for #6 even though I agree with the other comments that it depends.
The majority of the votes are for the #2, thermometer chart. I still have yet to understand what happens when you are above plan/goal, which was brought up in yesterday's post.
Also, I agree with Jon in that it would be better to flip the series and make the filled part the target or goal and the line or marker the actual.
I am also a fan of using text when appropriate if the data is among other metrics in a type of dashboard. Calling it out by saying actual and % achievement is a good option.
Another "it depends" vote. Are you just looking at one or are you comparing a number of targets with actuals? You didn't include a text box. The problem with sentences is that they can get lost in a page of gray text. A text box can call attention to the numbers and line them up effectively.
I'm with Jon: "Some I would use, some I might use, some I won’t touch with a barge pole" and I'm surprised that some of your readers voted for the last group.
Jon says:
With any of the charts that have a filled component and a marker or line component, it makes more sense to use the filled component (area/ column) for target, and the lines or markers for actual.
Why does this make more sense? I like 6 the way it is, although I would use a heavy dash for the plan/target marker.
"It depends" is also my take. What I usually try to drill into my clients dashboard design is the fu ndamental difference between spot results (am I on target for this month) and long term trends.. I always try to create 3 different set of graphs to represent real perormance:
- spot results vs objectives
- cumulative results vs objectives
- long-term trend (moving average) mostly) to see where we're going
[...] Best Charts to Compare Actual Values with Targets – What is your take? (tags: excel charts) [...]
[...] Related: Charting Principles, How to compare actual values with budgets [...]
[...] Excel Charting Alternatives to compare values [...]
Jon says:
With any of the charts that have a filled component and a marker or line component, it makes more sense to use the filled component (area/ column) for target, and the lines or markers for actual.
Why does this make more sense? I like 6 the way it is, although I would use a heavy dash for the plan/target marker.
I totally agree, Bob. I would normally favour a line for the target and a column for the actual, you can see quite easily then which columns break through the line, then.
[...] best charts to compare actual values with targets — den Status mal anders zeigen, z. B. als Tacho [...]
Thermometer charts: "Not appropriate when actual values exceed targets" - this is easily solved by making the "mercury" portion a different color from the border, then you can clearly see where the expected range ends and the actual values keep going.
People seem to knock gauges quite a bit in dashboarding, but trying to show comparison of realtime data between operating sites and targets for each site can easily be done with a bank of gauges that have the optimal operating points at 12 o'clock.
The human eye is great at pattern stripping, and any deviation of a gauge from the expected 12 position will quickly register with an operator and attract his attention. Using a colour background, or meter edge, will also indicate the sensitivity of a particular site.
[…] Best charts to compare actual with target values […]
[…] Best charts to compare actual with target values […]
[…] work laptop I have a favorites folder just dedicated to Excel charts. Its got things like “Best Charts to Compare Actuals vs Targets” and “Best charts to show progress“. I love me some charts […]
I am wondering how will the plotting work, for some of the targets which may have been achieved before time. E.g. for the month of Jul the target was 226 and the actual was 219. So the chart will show a deficit in meeting the target by 7 points but what if this 7 may have been completed earlier in month of June. So ideally it not a deficit.