HR managers & department heads always ask, “So what is the vacation pattern of our employees? What is our average absent rate?”
Today lets tackle that question and learn how to create a dashboard to monitor employee vacations.
What do HR Managers need? (end user needs)
There are 2 aspects tracking vacations.
- Data entry for vacations taken by employees
- Status dashboard to summarize vacation data
Based on my interaction with few HR managers, the below questions are asked most often when it comes to vacation tracking:
- What is the absent rate of our employees (in any year or latest 3 month period)
- What are the vacation patterns for individual employees (or teams)
- On which dates most employees are absent?
- Who is taking most (or least) vacation days?
A look at the completed Vacation Dashboard
Take a look at the completed dashboard (click to enlarge).
Constructing Employee Vacation Dashboard
The construction process can be broken in to 3 steps:
- Vacation tracker for entering dates & types of vacations.
- Calculation engine
- Dashboard design & formatting
Step 1: Creating a tracker for vacations
The best way to create a tracker is to use Excel tables. Set up one with 4 columns – Employee name, vacation type, start date & end date, like below:
By using tables, we can continue to add more vacation data (or remove older data) and all our formulas continue to work seamlessly.
Additional tables required…
Apart from the main vacations table, we need below tables:
- Employees table – to keep the names of employees
- Vacation types table – to keep the type of vacations
- Holidays table – with official holiday dates
Step 2: Calculation engine
There are 3 portions in our dashboard and each of them requires certain calculations.
- Date logic
- Employee view
- Calendar view
For all the views, the main driver is latest date, which is the maximum value of end date column in vacations table (=MAX(Vacations[End Date]))
Tip: Use Max to find latest date
Although the calculations are not very complex, explaining each of them can be very tedious. So let me summarize them with a diagram.
Important formulas used in the calculations:
The key formulas & ideas used are,
- Range lookup formula
- SUMIFS formula
- Calendar formulas
- EDATE, EOMONTH, WEEKDAY, NETWORKDAYS Formulas
- The lovely INDEX formula
Step 3: Dashboard design & formatting
This dashboard is an excellent example of synthesis – combination of multiple Excel features to create something very simple and easy to use.
Excel features & ideas used:
There are many Excel features & ideas used in this dashboard. First take a look at the illustration below.
- Combo box form control to select an employee to highlight their vacations
- Conditional formatting & cell grid to show vacations in a gantt chart like view.
- Highlighting selected employee’s vacations again using conditional formatting.
- Calendar view created by picture links
- Heat map of number of people away on each date using conditional formatting (similar example).
- Header section with references to calculations & cell formatting.
- Hyperlink on a rounded rectangle shape to link to tracker sheet.
Formatting the dashboard:
The basic layout of dashboard is just 3 boxes – a big summary box on top, a large employee view box (70%) and a small calendar view box (30%).
The fonts are Calibri & Cambria default fonts in Excel 2007 or above.
I used variations of Tan color in most areas of dashboard (headers, box backgrounds, buttons etc.) and shades of pink, blue, green & gray for marking the vacations. Orange is used to highlight selected employee’s vacations.
Although there is a lot of data, I designed this dashboard with minimal clutter. It is very easy to use (there is only one input control).
Download Employee Vacation Dashboard
Click here to download the employee vacation tracker & dashboard workbook. Play with it to learn more.
How do you like this dashboard?
I have thoroughly enjoyed the process of building this dashboard. I especially loved how picture links, conditional formatting heat maps (color scales) & simple calendar logic all have blended in to create a stunning calendar view.
What about you? Do you like this dashboard? How would you have designed it? Go ahead and share your feedback, ideas & suggestions for improvements in comments. I am eager to learn from you.
Want to learn more about this dashboard?
If you want to learn how this dashboard is constructed in a detailed fashion (along with 6 other dashboards & ton of material on dashboard design process) then please consider joining in our Excel School Dashboards program. Just today, I have uploaded a lesson (35 mins) on Employee Vacation dashboard to our Excel School website. You can use it and 32 hours more of video instruction to become awesome in Excel.
30 Responses to “Rescue oddly shaped data – Battle between Formulas, VBA and Power Query”
Nice use of Power Query! Power Query is simply awesome! But somehow a lot of people are punishing themselves by not using it (not learning it).
An imperfect 4th approach for consideration... no codes at all...
Select myrange.
Go to Special --> Blank
Delete Cell --> Shift cell left
90% done... now we just need to move the data of 2nd column to the bottom of 1st column
Of course... Power Query is the best.
Cheers,
There is another way but it involves multiple steps:
Copy the values in column E, move the cursor to F5, Paste Special with Skip Blanks, OK
Copy the values in column D, move the cursor to F8, Paste Special with Skip Blanks, OK
And so on.
This works perfectly, albeit a little clumsily apart from the values in B17 and C16, which can be moved with simple copy and paste
Power Query Forever! I do not know how I survived for so long without knowing and using this tool, I can not recommend it to my colleagues, but by the way they prefer to suffer to learn.
My congratulations here from Brazil.
I rolled my eyes when I saw that data
Using decimal places is a nice trick to order data, thanks for that
And tweaking the first formula a bit, you can use OFFSET instead of INDIRECT
=OFFSET($A$1, MIN(IF(myrange, ROW(myrange)), ROWS(A$1:A1))-1, RIGHT(TEXT(MIN(IF(myrange, ROW(myrange) + COLUMN(myrange)*0.00001), ROWS(A$1:A1)), ".00000"), 5)-1)
Tried the above formula with the downloaded oddly shaped data file and I could not get it to work. I get #value without ctrl+shift+enter, and #ref with ctrl+shift+enter.
Sorry, it was SMALL, not MIN.
Add with CTRL+SHIFT+ENTER.
Thank you for your formula. Like the indirect formula I tested this one in older versions of EXCEL and it worked without ALTERATION in EXCEL 95. Very impressive.
Too complicated
Use =Sum to summarize all the sells to the left and Bobs Your Uncle
@Bertie... I am afraid that won't work when you have more than one value in a row.
I tested this formula in versions of Excel all the way back to Excel 95
=IF(ISERROR(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(MyRange"",ROW(MyRange)+COLUMN(MyRange)*0.00001),ROWS(A$1:A9)),"00000.00000"),".","C"),FALSE)),"",(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(MyRange"",ROW(MyRange)+COLUMN(MyRange)*0.00001),ROWS(A$1:A9)),"00000.00000"),".","C"),FALSE)))
So there are multiple ways of cleaning up messy data by formulas.
Wow.. Excel 95. Who knew people still use that. But as you have shown, Excel has all these beautiful and powerful functions for 23 years. It has data sciency stuff before DS was even a thing.
I had a problem with pasting the formula in the original post.
Formula should be: =IF(ISERROR(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(myrange"",ROW(myrange)+COLUMN(myrange)*0.00001),ROWS(A$1:A1)),"00000.00000"),".","C"),FALSE)),"",(INDIRECT("R"&SUBSTITUTE(TEXT(SMALL(IF(myrange"",ROW(myrange)+COLUMN(myrange)*0.00001),ROWS(A$1:A1)),"00000.00000"),".","C"),FALSE)))
EXCEL even in a 16 bit version, is a very robust and capable program.
I don't like the VBA code. If you have a blank row in MyRange, the last entry in the range is doubled up in the paste.here range.
Not really. The macro is writing one cell at a time from paste.here. You have to clean the range before, which I was too lazy to write. But a line like Range(range("paste.here"), range("paste.here").end(xldown)).clearcontents should do the trick.
Adding Range(range("paste.here"), range("paste.here").end(xldown)).clearcontents fixed the problem.
for step split column by delimiter i am not getting option of split into rows or columns. Can you help me in this
Thanks Chandoo for promoting Power Query.
To simplify further, you can "Unpivot Columns" instead of right click on the newly created column and split it by comma in to rows in step 3 of Power Query.
i used
=LOOKUP(10000,B5:F5)
and got the answers. I just plagiarized this formula somewhere and use it, maybe you can explain why it works.
Regards
@Johan... I am not sure if the formula works correctly. When I tested it with the sample data in this post, it showed #N/As in two cells. Essentially, it will only give first value in each row. So if a row has multiple values, then subsequent values are missed. LOOKUP() function goes thru a list and finds the first value that is less than or equal to the input - in this case 10000 in B5:F5.
I have the need to convert pdf's to excel on occasion and they often come out a mess like this. I have used:
Cell G2 =COUNT(myrange)
Cell G3 =IFERROR(IF(G2-1<1,"",G2-1),"") copied down to G100
Cell H2 =IFERROR(LARGE(myrange,G2),"") copied down to H100
Waouw...
=IFERROR(INDIRECT("R" & SUBSTITUTE(TEXT(SMALL(IF(myrange "", ROW(myrange) + COLUMN(myrange)*0.00001),
ROWS(A$1:A1)), "00000.00000"), ".", "C"), FALSE), "")
but CTRL Shift Enter with {} before and after 🙂 😀
Here's a way with pivot table
https://www.bookkempt.com/2018/02/aligning-non-contiguous-data.html
This is brilliant. Bookmarked 🙂
Another possibility.
This assumes that you have a row index 'k' to use in the SMALL function and a column index 'h' to identify the columns of 'myRange'.
If you define 'coord' to refer to
=k+h/10 [assuming h<10]
then it will be possible to recover values later based upon location within 'myRange'. The formula 'nb' that identifies non-blanks by coordinates is given by
= SMALL( IF(myRange"", coord), k )
Finally, to unpick the pieces
= INDEX( myRange, INT(nb), 10*MOD(nb, 1) )
Whilst I am here and making trouble the PQ solution is also a tad over-complicated. All that is needed is to unpivot the entire table and remove the Attribute column.
The advanced editor would show
let
Source = Excel.CurrentWorkbook(){[Name="myRange"]}[Content],
#"Unpivoted Columns" = Table.UnpivotOtherColumns(Source, {}, "Attribute", "Value"),
#"Removed Columns" = Table.RemoveColumns(#"Unpivoted Columns",{"Attribute"})
in
#"Removed Columns"
1.fill the blank cells with 0
2.the requested column value=sum of those mess number column
but this can be used in only one column has value
Chandoo
And if we use the formula SEARCH (100000000, B5: F5)
JC
Another approach with Power Query, it will still work if the number of columns changed:
let
Source = Excel.CurrentWorkbook(){[Name="myrange"]}[Content],
#"Added Custom" = Table.AddColumn(Source, "List", each Record.ToList(_)),
#"Removed Other Columns" = Table.SelectColumns(#"Added Custom",{"List"}),
#"Expanded LIst" = Table.ExpandListColumn(#"Removed Other Columns", "List"),
#"Filtered Rows" = Table.SelectRows(#"Expanded LIst", each ([List] null))
in
#"Filtered Rows"
Cool idea to use Record.ToList as added column. Thanks for sharing this.
Nowadays, you can just use TOCOL on Excel 2024, MS 365, and Web Excel. It has a parameter to ignore blanks/errors/both.