If I need some charting inspiration, I always visit New York Times. Their interactive visualizations are some of the best you can find anywhere. Clear, beautifully crafted and powerful. Long time readers of Chandoo.org knew that I like to learn from visualizations in NY Times & redo them using Excel.
Today let me present you one such chart.
How the tax burden has changed over the years – Visual story by NY Times
First take a look at this story on New York times website. Go ahead and check it out, I will wait for you.
Back already. Good.
Now that you have seen a well presented story with the support of panel charts, let us learn how to re-create such charts using Excel.
Look at the tax burden Excel chart
Take a look at the excel implementation of this chart below. Read on to learn how to create this.
[click here to see larger version]
Recipe for creating this chart using Excel
We need below ingredients to make this chart using Excel
- Raw data
- One area chart and few lines on top
- Simple formulas
- One Slicer (to select an year)
- One large cup of coffee or whatever else that you gulp
So if you are ready, lets start cooking.
Step 0: Arrange data
This is a prerequisite for any charting exercise. Although we can work with data in any shape, for quick results, arrange your data in this format:
In the example file you will find data for overall tax burden for all 9 tax brackets in the years 1980-2010.
Step 1: Create an area chart from all the data
Simple, select tax bracket & tax percentage rows and create an area chart. This is how it should look.
Step 2: Insert 2 columns after every tax bracket in your source data
Very simple, just add 2 blank columns after every tax bracket to your source data. This will change your chart to,
Step 3: Adjust data settings so that blank cells are treated as gaps
Right click on the chart, go to Select Data > Hidden & Empty cells
Specify that all blank cells should be treated as gaps. See below.
Now, your chart should look like this:
Step 4: Add a line to the chart & format it
Although our chart looks almost like NY Times chart, we still need to show a line on top. For this,
- Go to your data, reselect all the tax burden %s and copy them.
- Come back to the chart, select it and paste. (more on this)
- Excel will add this new data as another series to chart
- Right on this new series, choose Change series chart type
- Select Line chart
- Format the chart so that it looks like below.
Step 5: Remove grid lines & fake them using additional series
Excel chart’s grid lines always show up behind the data. For our chart, we want them on top. So let just delete grid lines and fake them using additional lines on the chart.
For this,
- In your data, add 9 extra rows at bottom (why 9? because we want to show one grid line for every 5% and the maximum we have is around 45%)
- Fill first row with 0.05, second with 0.1, third with 0.15… ninth with 0.45
- Copy all these and paste them in the chart. You should have nine lines across the chart.
- Now, format each line so that it looks like a dull white line with dashes.
- When you are done, the final output should look like this:
Step 6: Remove horizontal axis (x-axis) labels & fake them too
Again, horizontal axis labels produced by Excel are useless for us. So we will create our own.
- First delete the existing axis.
- Then add a text box to the chart and place it where axis should be.
- Type the values 1980 few spaces 2010.
- Adjust the font size to 7pt.
- Now play with the text box until you are satisfied for one tax bracket.
- Then copy paste it 8 more times and adjust their positions.
Although we could automate this step, it felt un-necessary as the years are not going to change.
Our chart is almost ready
At this stage, our chart looks like below.
It is almost ready, but we need few more additions.
- We need to add labels to first & last point in each tax bracket.
- We need a mechanism so that user can select a particular year.
- When any year is selected, we need to show that year’s tax burden %.
Adding labels for first and last points
This is done by adding one more series of values. This new series (lets call it label-first-last) will have values for only 1980 & 2010. Everything else will be NA().
The formula I used to generate this series is,
=IF(OR(year=1980,year=2010),taxburden,NA())
Once this series is added, we just format it so that only markers are shown (no line) and then add data labels. Format the labels to show in 0% format. Adjust their size and position.
Also add arrow shaped boxes on top to label each tax bracket.
Enabling year selection thru Slicers
[This works only for Excel 2010 or above]
In a blank sheet type the years 1980 thru 2010. Select them and create a pivot.
Once the pivot is ready, insert a slicer for the years field.
For detailed steps on slicer creation see this illustration.
Figuring out which year is selected
Once the slicer is ready, we need to figure out if user made a selection thru slicer. To do this,
- Use a simple formula to check how many values are shown in the pivot table (ex: COUNTA(pivot!A:A) )
- If only one value is shown, then extract it by referring to first row item in pivot (=pivot!A4)
Adding labels for selected year
Once we know which year is selected, we can easily create one more series that has NA() for all values except selected year. The rest you know.
Final outcome – Tax burden over the years chart using Excel
Download this example & Play with it
Click here to download the tax burden chart. Play with it to learn more. Examine the formulas in “Data” sheet & scroll down on “Chart” sheet for step by step instructions.
Do you like this chart?
I really loved how NY Times has been able to tell a very good story by using multiple panel charts. These are great way to examine multidimensional data and understand what is going on.
What about you? Do you like this chart? Please share your thoughts and ideas using comments.
More such charting inspiration
If you are looking for some fresh charting inspiration & ideas, you are at the right place. Check out these examples to get started:
- Introduction to Panel Charts & How to make them in Excel
- Usain Bolt vs. Rest of runners – Interactive visualization in Excel
- Impact of Grammy award on sales – Grammy bump interactive chart
- Visualizing world education rankings – excel chart
- Facebook Privacy policies as a panel chart
- More charts & visualizations
Do you want to create powerful & insightful charts like these?
If you want to learn how to create these types of charts, consider enrolling in our Excel School program. Be warned, you will become unusually awesome in Excel by going thru our course 🙂
17 Responses to “Budget vs. Actual Profit Loss Report using Pivot Tables”
Good Work, Yogesh & Chandoo! Thanks.
Hi everybody,
first sorry I am late to say something about this topic;actually I was waiting last part
second I am not accountant I am an Engineer
third """"Very Important""" the idea is not about Loss but I am sure it is profit
Based on third it shows:
1- How to use EXCEL
2- How to use pivot TABLES
3- How to collect and arrange DATA
4- How to make reports
Many Thanks
Hi Yogesh and Chandoo,
Thank you for sharing your knowledge!
You guys are great!
thanks chandoo and yogesh, thanks for you lessons, are great!....i have a idea for a budget. I try to do it..... thanks for all
Thanks a lot for sharing the most powerful tool worldwide "knowledge"
Warm greetings from Peru
Hi -
This is a really great article because it's a simple and common thing you'd want to do with a pivot table but not at all obvious how to do it! So - muchas gracias to Chandoo and Yogesh!
One thing - I couldn't get past the group error in the sample file. I would click on ungroup but it didn't seem to have any effect. I'd appreciate it if anybody has any pointers here.
-Juanito
Hi Chandoo
I am also having the group error. Can't seem to ungroup? Appreciate if you explain further on the steps required in order to get to calculated items.
Many thanks and keep up the great work.
Cheers
Adam
Hi Chandoo,
I'm struggling resolving the problem depicted below:
I have a set of data, with (among others) a "Region" field (can be APJ, EMEA, or AMS), and a "Country" field.
Unfortunately, I need to group data by the following 4 Regions: APeJ, Japan, EMEA and AMS.
I first tried to make a pivot with Region and Country in the rows (or columns), and then group Country data as per the above.
Alas, as soon as I have a new Country that appear in my data set, my groupings are broken, and I have to redo the job of ungrouping, grouping etc.
I thought I could try to use calculated item, by adding first a new column to my dataset concatenating Region_Country, and create an "APeJ" calculated item that would sum all the "APJ_*" and substract the "APJ_Japan", but again, no clue, as I can't find a way to use any wild card in those formulas.
Given that I already found extremely helpful tips and tricks in your site that helped me manage that bunch of data, I'm pretty sure you'll have a bright idea on how I can solve that one!
Thanks in advance for your lights!
Hi Catherine...
In such cases, I advice using an additional column in the data itself. You can set-up a grouping table else where with country in first column, region in second column. And then in the data, you can add an extra column and use VLOOKUP to fetch the region based on the country.
Then feed this entire data (with extra column) to pivot table and use the extra column to group the data.
Hi Chandoo,
Thank you for your prompt answer.
I finally came to the same conclusion - after a rest 🙂 . I was probably too tired Friday evening (it was rather late), having spent hours in manipulating all my surveys data so as to pull rolling averages, make nice graphs and so on, and was trying to find a complex solution when there was a simple one.
Thanks again,
Catherine
Hey,
Great post!
I for example have different database structure with the following fields :
Date, Expense, Income, Sum (Income - Expense), Category (Sales, Cost of Goods and etc).
Creating a P&L report for the whole year works great. Including gross margin % and etc.
Though, creating P&L report by QTR/Month is becoming impossible since i get the following error : “This PivotTable report field is grouped. You cannot add calculated item to grouped filed.”
Is there a solution for this kind of problem?
Like Adam and Juanito, I also cannot ungroup.
Would appreciate it if you can add a few more lines and a screenshot or two on where to put the mouse cursor to ungroup.
Hi, I have figured out the ungrouping problem. One of the earlier steps was to group by month, if you pull the month back down to the column then right click and then select ungroup, then pull the month back up so you end up with just data source and budget/actual as the headings, then you can continue on.
To solve the ungroup problem, my method is:
Copy the "data" sheet to a whole new Excel workbook
and directly work on Part 6.
And since it is a fresh copy, Excel don't show me the "can't ungroup" problem. Hope this help.
Thank you Yogesh for this wonderful tutorial.
Kent, Malaysia
Just when i thought pivots were awesome i learn about inserting the calculated fields and that makes them more awesome. chandoo where have you been all my life.
Hello - your P&L pivot version has really impressed my boss and would like to use it. I have applied it for a actual vs budget vs forecast model I have created. One problem. In your variance above the operating profit percent % variance shows 33.8% but I want it to show (0.01) point or the true diff from prior budget.
I know I can add calculation to the side but boss would like to see it in pivot table.
Please help
Thanks
I have a further query which may solve my above dilemma. Is it possible to add a column that calculates percent increase. So in the example above a new column would be added to show variance %.
Any help would be appreciated.
Thanks