Employee Turnover / Attrition Dashboard – Power BI
Jack – The recruiting hamster
Meet Jack. He is a recruiter at East Coasters Inc. In the first quarter of 2019, so far 17 people in Engineering, 12 people in R&D, 9 people in Customer Care and 7 people in Finance have left East Coasters. Jack could only manage to replace 12 of them. What should he do?
Buy Panadol, lots of it.
Jokes aside, people in HR know very well that the recruitment hamster wheel must go on. But you know what makes the HR manager’s life a little better? If you know employee turonver looks, you can manage it better.
So on that note, let’s see how you can create an interactive, fun and useful Employee Turonver dashboard using Power BI.
Quick demo of the HR Turnover dashboard
Before learning how to create this, just take a look at this beauty.
Start with data
Typical staff recruitment and turnover data looks like this:
- Employee details (name, designation etc.)
- Where they work (department, branch etc.)
- Date of join
- Date of leaving
- Reason for leaving
Let’s assume this is how our data looks like. We have two sets of it. One for recruitment and another for leaving.
Recruitment Data 
Leaving Data
Download sample data
Load data and transform thru Power Query
Now that we have our data, let’s load it in to Power BI workbook. Open Power BI, click on Get data and point to your employee data set (in this case, the data came from an Excel file, for you this can be a SQL query, Oracle database or angry data dump from a bored data analyst in IT)
While at Power Query, it is a good idea to split the data in to dimension and fact tables. The exact set of tables depend on your input data. In our case, I have created below tables.
- Fact Tables
- Recruitments data – called staff
- Leavers data – called leavers
- Dimension Tables
- Branches – dBranch
- Departments – dDept
- Designations – dTitle
- Gender – dGender
- Calendar (generated thru Power Query List.Numbers function) – calendar
The process of creating these tables is fairly straight forward. If you are not sure how to make them from your source tables, watch the video at the end of this article.
Load data and Model it in Power BI
At the end of this process, load data to Power BI and link up tables. Here is my data model. Dimension tables are in the middle.
Create some measures
Now that our data model is ready, let’s dax. I meant Data Analysis eXpressions, you silly. You can measure and analyze recruitment and leaver data in any number of ways. Since Power BI allows us to interactively explore and visualize data, I find that even simple measures can deliver powerful results (as you will see in the dashboard).
Here are a few measures you can create:
(Refer to data model diagram above if you are not sure what a field refers to)
Leaver Count = COUNTROWS(leavers)
Joinee Count = COUNTROWS(staff)
Tunrover % = DIVIDE([Leaver Count], [Joinee Count], blank())
Total Staff to date =
CALCULATE(
[Joinee Count]-[Leaver Count],
FILTER(
ALLSELECTED('calendar'[Date]),
ISONORAFTER('calendar'[Date], MAX('calendar'[Date]), DESC)
)
)While the above 4 measures are simple, the next one is a bit tricky. So if you dax with two left hands, then ignore the next one. You can still create powerful reporting.
The next measure tells us about top 2 branches and their contribution to overall turnover.
Top 2 branch leavers total =
var t2 = topn(2,dBranch,[Leaver Count],DESC)
var t2_names = CONCATENATEX(t2, dBranch[Branch], ", ", [Leaver Count], DESC)
return
"Top 2 branches ("& t2_names &") account for " & format(divide(SUMX(t2, [Leaver Count]), CALCULATE([Leaver Count], all(dBranch)),0),"0%") & " of leavers"Let’s get graphic
So our data is ready, measures are clicking. Time to place them in some visuals to see whats going on with our turnover. There are many options when it comes visualizing this kind of data. Just play with Power BI and keep what you like.
Here are a few options.
New Joinees vs. Leavers over time
Leavers by branch and gender
This next one is stacked bar chart with gender, branch and [leaver count]. We can then overlay a card visual with [top 2 branch leavers total] measure to see more info about top 2 branches.
Or a few cards with statistics
You can add multi-row cards to display statistics. When mixed with visual filters on relative date, you can get same measures in different context. See below for some inspiration.
See top 10 designations of leavers
You can never go wrong with a black dress or good old fashioned table. A simple table of turnover % by job title (designation) will always look flash. But what if you have 100s of jobs. Simple, apply Top N filter and you can look at things that matter most.
Complete Turnover Dashboard
click to enlarge
Download Power BI workbook
Click here to download the Power BI workbook.
Video tutorial – Employee Attrition Dashboard
If you are still not sure how everything works, check out this simple tutorial. Make sure you follow along in Power BI for best results. The video explains how to transform data in Power Query, how to generate custom calendar, how to create data model, measure development, visual selection and formatting. It is quite in-depth and yet not too long. Check it out below. Or watch it on my YouTube channel.
Are you HR + Power BI?
Do you work in HR and use Power BI? How do you measure and analyze turnover? Please share your thoughts and tips in the comments box. Even if you don’t work in HR, I am sure you find this example very useful for Power BI, Power Query and dashboard development.
More Power BI examples
If you have just started with Power BI and want to learn how to use the tech, check out below resources.
27 Responses to “Sum of Values Between 2 Dates [Excel Formulas]”
I would apply a filter and use function subtotal, with option 9. This way you can see multiple views based on the filter.
hey Chandoo, the solutions you proposed are very efficient, but if I wanted to be fancy I would do it this way .. the references are as your example workbook.
=SUM(INDIRECT("C"&(MATCH(F5,B5:B95)+4)):INDIRECT("C"&(MATCH(F6,B5:B95)+4)))
I like things simple:
=SUMIF(B5:B95,">="&F5,C5:C95)-SUMIF(B5:B95,">"&F6,C5:C95)
use something like: =SUM(OFFSET(B1,0,0,DATEDIF(A1,D1,"d")))
and have D1 be the date that I want to sum to.
In Excel 2003 (and earlier) I'd use an array formula to calculate either with nested if statements (as shown here) or with AND.
{=SUM(IF(B5:B95>F5,IF(B5:B95<F6,C5:C95,0),0))}
Note that I truly made this for BETWEEN the dates, not including the dates
I turned the data set into a table named Dailies.
I named the two limits StartDate and EndDate.
And used an array formula:
{=SUM((Dailies[Date]>=StartDate)*(Dailies[Date]<=EndDate)*Dailies[Sales])}
If I would still be using the old Excel I would do it as follows:
SUMIF($B$5:$B$95,"<="&H6,$C$5:$C$95)-SUMIF($B$5:$B$95,"<"&H5,$C$5:$C$95)
Works as simple as it is.
Regards
=sum(index(c:c,match(startdate,c:c,1)+1):index(c:c,match(enddate,c:c,1))
=sum(index(c:c,match(startdate,b:b,1)+1):index(c:c,match(enddate,b:b,1))
Great examples and thanks to Chandoo. You have simplified my work.
Hi! great tips I have found in your page, have you seen this
http://runakay.blogspot.com/2011/10/searching-in-multiple-excel-tabs.html
[...] I'm not sure I understand your question fully, but have a look at this: Sum of Values Between 2 Dates [Excel Formulas] | Chandoo.org - Learn Microsoft Excel Online [...]
Thank you! Thank you! Thank you!
=SUMIF(A2:A11;">="&B13;B2:B11)-SUMIF(A2:A11;"<"&A11;B2:B11)
awesome... thank yoo Chandoo!
which is most efficient and fast, if all are efficient ?
Thank you for this formula, I've just spent ages trying to find something to work on my data, I knew it would be possible! Don't care if others think there are easier/other ways to do it, you explained it so I understood it and could apply it to what I was doing so I'm happy!
The above said example is awesome for calculating values between dates,
can you pls let know how to calculate sale values if we have 10 sales boys for
ex: 1,rama
2,krishna
3,ashwin
4,naga
5,suresh
how much rama sale value between 1/jan/2015 to 10/jun/15
how much krishna sale value between 10/jan/2015 to 15/july/2015
i think you understood can you pls let me know the formula for how to calculate the sale between diffrent sale man sale value from master data file
Thanks,
Nagaraju
Hi
I have a list of people's names in column A, I have a list of dates in column B which records the dates they have been off sick, in column C I have either 1 if it is a full sick day or 0.5 if it is a half day.
What I would like to do is to add up the number of dates a specific person has been off within two dates.
For example, I want to look at my list of names and to find Joe Bloggs (column A), then add up all his sick days (column C). The start date will be in cell E1 and the end date will be in F1.
If this possible using SUMIFS?
List of names are in range A2:A100
List of dates in B2:B100
List of sick days (either 0.5 or 1 in C2:C100
The start date is in cell E2
The end date is in cell F2
Your help would be greatly appreciated.
Yes, with the help of SUMIFS you can have the solution.
Note: you need have an extra col. D2 where you will input Name of the person.
=SUMIFS(C2:C100,A2:A100,D2,C2:C100,">="&E2,C2:C100,"<"&F2)
Col. A Col. B Col. C Col.D Col. E Col. F
Name Date Sales
ABC 28-Jun-11 1 MNO 28-Jun-11 25-Sep-11
XYZ 29-Jun-11 0.5
MNO 30-Jun-11 1
PQR 1-Jul-11 1
Typo ERROR / Correction in formula:
Yes, with the help of SUMIFS you can have the solution.
Note: you need have an extra col. D2 where you will input Name of the person.
=SUMIFS(C2:C100,A2:A100,D2,B2:B100,">="&E2,B2:B100,"<"&F2)
Hi
I have a list of people's names in column A, I have a list of dates in column B which records the dates they have been off sick, in column C I have either 1 if it is a full sick day or 0.5 if it is a half day.
What I would like to do is to add up the number of dates a specific person has been off within two dates.
For example, I want to look at my list of names and to find Joe Bloggs (column A), then add up all his sick days (column C). The start date will be in cell E1 and the end date will be in F1.
If this possible using SUMIFS?
List of names are in range A2:A100
List of dates in B2:B100
List of sick days (either 0.5 or 1 in C2:C100
The start date is in cell E2
The end date is in cell F2
Your help would be greatly appreciated.
Viv
@Viv
Can you please post the question in the Chandoo.org Forums
http://forum.chandoo.org/
Please attach a file so that a specific answer can be delivered.
Thanks for this - it solved the problem that I was having. However can someone please explain to me why the "" needs to be around >= and <= as well as why we need to add & in order for the formula to work? Thanks in advance!
This formula works perfectly as well. Any ideas?: =SUM(INDEX(C5:C95,MATCH(H5,B5:B95,1)):INDEX(C5:C95,MATCH(H6,B5:B95,1)))
ikkeman had posted the same thing.
I am trying to sum total a range of cells between date ranges ie column n has $ amounts column d has the transaction dates ie 1/3/2015 or 25/3/2015 or 25/4/2015 column b has the text saying drp or distribution - reinv
In another cell I am trying to sum or total (in column n) with the value of a range of different dates (column d) that contain different text (column b) ie cell n48 is 50, n65 is 85, n165 is 36
with the dates ie cell d48 is 1/3/2015, d65 is 25/3/2015 and d165 is 25/4/2015
with different text that says drp or distribution - reinv ie cell b48 is drp, b65 is distribution - reinv, b165 is drp
If I wanted to sum the amounts between 1/3/2015 to 31/3/2015 with drp then the total would be 50. Also if I wanted to sum the amounts between 1/4/2015 to 30/4/2015 with drp the sum total would be 36 If I wanted to sum the amounts between 1/3/2015 to 31/3/2015 with drp and distribution - reinv the sum would be 115
What would the formula be for these different questions
hope you can help, it has been driving me nuts and cant work it out