Using Arrays To Update Table Columns
We are creating a lot of reports everyday and these reports contain a lot of data which is presented in various styles as per the requirements. The data that allows us to create the reports is usually referred as raw data and in most of the cases is stored in hidden sheets.
I am sure you all are aware of a feature called as Excel Tables OR Structured References in Excel. Excel Tables is (in my opinion) the best way to store your raw data and put Formulas in the columns where necessary, this way you eliminate the need of a Cell Based Reference formula (example =SUM(B4:B50) and replace them with =sum(YourTable[YourTableColumnName]).
Another good feature of the Excel Tables is you just need to put the formula in 1 cell and it is replicated for that column by Excel.
Sometimes these formulas take a lot of time to calculate when we have really huge data points. In this scenarios it is better to have hard-coded values instead of the formulas to gain on speed.
In this post we will learn about how we can make use of Array’s to quickly populate the excel columns with the desired results before publishing our reports and other documents.
Here is a demo of what I mean:
Below is the code that allows us to add a new column to our data table and then taking input from the Date Time column provides us with the Week Of column.
Sub UpdateWeek()
Dim myarray As Variant
Dim theRange As Range, startCellRow As Long
Dim tempStr As String
Dim myNewCol As ListColumn
‘If our column already exists then delete it
On Error Resume Next
Worksheets(“Data”).ListObjects(“cs”).ListColumns(“WeekOf”).Delete
‘adding our new column
Set myNewCol = Worksheets(“Data”).ListObjects(“cs”).ListColumns.Add
myNewCol.Name = “WeekOf”
‘Selecting the first cell of the column that contains our dates
Worksheets(“Data”).ListObjects(“cs”).ListColumns(“Date Time”).Range.Cells(2).Select
‘building a temporary Range address, this will be used to upload the entire range into the array
tempStr = ActiveCell.Address
startCellRow = ActiveCell.Row
tempStr = tempStr & “:$” & Mid(Sheets(“Data”).ListObjects(“cs”).ListColumns(“Date Time”).Range.Cells(2).Address, 2, 1) & “$”
tempStr = tempStr & LastRowInOneColumn(Mid(Sheets(“Data”).ListObjects(“cs”).ListColumns(“Date Time”).Range.Cells(2).Address, 2, 1))
‘loading the range into the array
myarray = Range(tempStr).Value
‘Looping through the array and converting each element to the relevant Week format
For i = LBound(myarray) To UBound(myarray)
myarray(i, 1) = Format(myarray(i, 1) – Weekday(myarray(i, 1), vbMonday) + 1, “ddd dd-mmm”)
Next
‘Setting the range address for our output column
Set theRange = Range(Cells(startCellRow, Worksheets(“Data”).ListObjects(“cs”).ListColumns(“WeekOf”).Range.Column), Cells(UBound(myarray) + (startCellRow – 1), Worksheets(“Data”).ListObjects(“cs”).ListColumns(“WeekOf”).Range.Column))
‘storing the values from our array to the WeekOf Column
theRange.Value = myarray
End Sub
Let’s Understand the code
We first delete the column if it is already existing to make sure we always get the new values as output. This is done by the below line of code.
Worksheets("Data").ListObjects("cs").ListColumns("WeekOf").Delete
Once we have deleted the column, we add it again as a blank column and change the name to “Week Of”.
Set myNewCol = Worksheets("Data").ListObjects("cs").ListColumns.Add
myNewCol.Name = "WeekOf"
After this we need to select the first cell of the column that contains the Date Time.
Worksheets("Data").ListObjects("cs").ListColumns("Date Time").Range.Cells(2).Select
Once we have selected the first cell of you Date Time column we then make use of the LastRowInOneColumn function to get the last row and create a range address. We use this range address to assign all the values contained in the Date Time column to an array.
tempStr = ActiveCell.Address
startCellRow = ActiveCell.Row
tempStr = tempStr & ":$" & Mid(Sheets("Data").ListObjects("cs").ListColumns("Date Time").Range.Cells(2).Address, 2, 1) & "$"
tempStr = tempStr & LastRowInOneColumn(Mid(Sheets(“Data”).ListObjects(“cs”).ListColumns(“Date Time”).Range.Cells(2).Address, 2, 1))
‘loading the range into the array
myarray = Range(tempStr).Value
Once we have loaded all the Date Time values into an array, we do a simple For loop to change the value in the array to the relevant Week Of
For i = LBound(myarray) To UBound(myarray)
myarray(i, 1) = Format(myarray(i, 1) - Weekday(myarray(i, 1), vbMonday) + 1, "ddd dd-mmm")
Next
We perform this operation on the same element and store the modified value in itself.
Once we have all these done, we need to define the Output range, that is where we need to the Week Of values to be stored. This is done by using the Range and Cell functions.
Set theRange = Range(Cells(startCellRow, Worksheets("Data").ListObjects("cs").ListColumns("WeekOf").Range.Column), Cells(UBound(myarray) + (startCellRow - 1), Worksheets("Data").ListObjects("cs").ListColumns("WeekOf").Range.Column))
'storing the values from our array to the WeekOf Column
theRange.Value = myarray
And lastly we assign all the values stored in the array to the new range address we have create above.
Download Demo File
Click here to download the demo file & use it to understand this technique.
What about you? Do you use them often? Please share your experiences, techniques & ideas using comments.
If you are new to VBA, Excel macros, go thru these links to learn more.
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About Vijay
Vijay (many of you know him from VBA Classes), joined chandoo.org full-time this February. He will be writing more often on using VBA, data analysis on our blog. Also, Vijay will be helping us with consulting & training programs. You can email Vijay at sharma.vijay1 @ gmail.com. If you like this post, say thanks to Vijay.
15 Responses to “Highlight Employees by Performance Rating – Conditional Formatting Challenge”
While this might solve the question Shelly asked, there is another option that might be more useful - a pivot table could make a list of people who fall into the various categories, so, if you needed to simply see who got in the top bracket to give them a bonus, you would have that list
Simply sorting by the rankings would work too, but you would knock them out of alphabetical order.
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The solution I chose makes use of the percentile formula.
The percentile formula returns the value representing the K-th percentile of a range of values. The range of values is the first criteria, and K is the second criteria in the formula.
I applied Conditional Formatting according to the formulas in the order below:
5% =$C6>=PERCENTILE($C$6:$C$33,0.95) Dark Blue
15% =$C6>=PERCENTILE($C$6:$C$33,0.85) Light Blue
65% =$C6>=PERCENTILE($C$6:$C$33,0.1) Green
10% =$C6>=PERCENTILE($C$6:$C$33,0.05) Light Red
5% =$C6<PERCENTILE($C$6:$C$33,0.05) Dark Red
The issue I noted with this approach is that Zambi was not highlighted in my solution as it is in the solution provided. Unless I am mistaken, and I very well may be, the 10th percentile for this data set is at 2.21, so Zambi would fall above the 10th percentile with a PR of 2.3.
The first step to this was figuring out the 'buckets'; what scores should fall into each range. In attempting to match the formatting of the spreadsheet, I determined the buckets below.
5% = 95% to 100%
10% = 90% up to but not including 95%
65% = 10% up to but not including 90%
10% = 5% up to but not including 10%
5% = under 5%
After that, it is a relatively simple matter to plug the necessary values into the conditional formatting formulas as shown above.
One final consideration is that while the buckets above match the color banding on the spreadsheet, I believe that the original request suggests a different color banding with 6 buckets shown below.
Top 5% = 95 to 100% Dark blue
Top 10% = 85 up to but not including 95% Light blue
Top 65% = 35 up to but not including 85% Green
Bottom 10% = 10% down to but not including 5% Light Red
Bottom 5% = 5% or under Dark Red
This leaves one final bucket of 10 to 35% (exclusive of both values) that is not highlighted and so would remain white.
Thank you Chandoo and Shelly for an interesting and useful exercise. This is certainly a valuable technique to have in my reporting bag of tricks.
Use of PERCENTILE is a smarter way of doing it. Below is my solution.
First 5 % = Apply conditional formatting (Dark Blue) as highlight ">=" =PERCENTILE(C:C,0.95)
Next 15% = Apply conditional formatting (Lighter Blue) as highlight between =PERCENTILE(C:C,0.95)-0.01 and =PERCENTILE(C:C,0.8)
Next 65% = Apply conditional formatting as highlight (Olive Green) between =PERCENTILE(C:C,0.8)-0.01 and =PERCENTILE(C:C,0.15)
Next 10% = Apply conditional formatting as highlight (Lighter Red) between =PERCENTILE(C:C,0.15)-0.01 and =PERCENTILE(C:C,0.05)
Bottom 5% = Apply conditional formatting (Red) as less than =PERCENTILE(C:C,0.05)
I agree, this is a challenge faced by HR managers every year and use of percentile formulae is the most popular solution which permits further processing like making bell curve, applying increments based on segmentation etc.
Hi Chandoo,
I came at the same solution as yours (not looking at yours first) but I have hard coded the conditions in the conditional formatting. For example:
=AND($C6>=$D$10,$C6<$D$9)
I have done the same thing 5 times for each condition. This makes the formatting independent of the order of specification. I think it will work better across versions of excel.
To copy the same thing in all sheets, Shelly can copy these formatted cells with format painter and apply it to the relevant cells in next sheet and so on! I know 700 sheets will be difficult but I dont know of any other way to apply conditional formating rules to the whole sheet.
First i have used percentile formula in the next column of "percentile Threshold" where E5, E6.. is input to colour code.
The idea behind doing this is to replicate the formula for any range and any threshold
=PERCENTILE($C$3:$C$30,1-E5)
=PERCENTILE($C$3:$C$30,1-E6)
=PERCENTILE($C$3:$C$30,1-E7)
=PERCENTILE($C$3:$C$30,1-E8)
=PERCENTILE($C$3:$C$30,1-E9)
Now i have given logic to different employee by applying "if Formula"
=+IF(J3>=$G$5,1,IF(J3>=$G$6,2,IF(J3>=$G$7,3,IF(J3>=$G$8,4,5))))
where 'J" referes to PR and "G" refers to percentile derived from above mentioned formula.
once again it is replicable (just change reference points)
Now comes the major part of Conditional Formatting, i have used "use a formula to determine which cells to be formatted"
Formula =$j=5, format "required colour" Applies to "$I$3:$J$30"
plus put tick on stop if true
This solves the query, important point that this is repeatable and can be done for n number of departments
Thanks !
I had done some reading on it and in Excel 2010 a new function has been introduced, percentile.exc. Attaching a video which also talks why the old percentile function shouldn't be used as it acts erroneous at times. Might be worth a watch Chandoo,
http://www.itechtalk.com/thread10579.html
@Deepa
Quit correct.
Where ever you use statistical spreadsheet functions and are using excel 2010 you should use the new versions of the functions as MS did a lot of work to speed up and fix errors in the old functions.
Warning: If you use the new Excel 2010 statistical functions in Named Formulas most of them will crash excel so do keep that in mind.
Hello Chandoo,
When i first read the challenge file, i thought, the color that need to be applied for a given rule, also need to be picked dynamically as given in rule set. But in the solution file, i found that color is hard Coded. So in case, someone has same data, but wants different colors, he/she needs to goto manage rules and change colors.
Let me know if my understanding is correct, and if yes, can we also make the color to be applied dynamic?
Thanks
Kishore
HI I ALSO USED THE PERCENTILE FUNCTION. HOWEVER, I WENT A STEP FURTHER AND USING THE SMALL() FUNCTION I SORTED THE DATA BY PERCENTILE SO THE COLOSCHEME WOULD BE GROUPED BASED ON THE VALUE. THIS WAY IT IS BETTER AND EASIER TO VIEW.
[...] recently posted a challenge to help a reader with a [...]
Hi, i have got doubt regarding to the percentages that has been put in chandoo's spreadsheet, i cant understadn how he put directly. can some one please explain how chandoo put the percetages straight way that i stated below..
5%
15%
60%
10%
5%
I have stumbled on this post as the solution has been already given so I have taken the liberty to record a video where I show the implementation of it as well as adding a filtering feature which I hope can prove to be useful.
Thank you
http://www.xlninja.com/2012/06/28/how-to-use-excel-to-highlight-employee-performance-rating/
[...] scriu nici macar un cuvant din urmatorul articol. Astazi mi-am citit mailul si hopa challenge de la Chandoo. Cum puteam sa refuz asa ceva si m-am apucat de citit, iar dupa 5 min i-am spus sotului ca pe asta [...]
Question for Chandoo:
I came to your site late but am totally loving these challenges 🙂
I guess it all boils down to how the bins are set up.
I agree with the PERCENTILE.INC function.
pls help me understand where I am wrong.
I have determined following the bins:
bottom 5% <=2.00 (F6:F33 <=PERCENTILE(range,.05))
lower 15% (5+10) <= 2.40 (F6:F33 <=PERCENTILE(range,.15))
lower 80% (5+10+65) <=3.46 (F6:F33 <=PERCENTILE(range,.80))
lower 95% (5+10+65+15) <=4.00 (F6:F33 =PERCENTILE(range,.95))
top 5% <=4.20 (F6:F33 <=PERCENTILE(range,1.00))
I find that only Tom is highest scorer and unique top 5% achiever.
I notice that Chandoo has included Christy and Daniel in top 5% achievers. How can there be 3 people in top 5% out of a population of 28 (5% of 28 = 1.4, i.e. only one person can achieve that status)?
I tried different ways but cannot get to that distribution.
Rest of the work is simply organizing the conditional formatting rules with Stop If True box checked.
Thanks for your insights