Skip to main content
cancel
Showing results for 
Search instead for 
Did you mean: 

July 7 - July 17 | Round 2 of the Power BI Dataviz World Championships. Don't miss your chance! Learn more

Reply
Anonymous
Not applicable

Count new users based on usage logging

How can I create two column charts based on usage logging that shows the growth of users? I have the username and timestamp (among other metrics).

 

I want one chart to show the number of users that's never been seen before (new users), and one that shows the accumulated user count (all unique users).

 

Date, username

2019-01-01, user1

2019-01-01, user1

2019-01-24, user2  -- Two new users in Jan

2019-02-11, user1

2019-02-17, user3

2019-02-11, user2 -- Three unique, but only one new user i Feb

2019-03-05, user4 -- One new user i Mar

and so on...

 

Chart1, new users per month:
  |
  |   |   |
-----------------

  j   f   m...

 

Chart2, total unique users:

          |

      |   |

  |   |   |
  |   |   |
-----------------

  j   f   m...

 

Thanks!

1 ACCEPTED SOLUTION
v-lili6-msft
Community Support
Community Support

hi @Anonymous 

You could try this way as below:

Step1:

Add a YearMonth column for date column

Step2:

Use these two formula to create two measure for your requirement:

new users = CALCULATE(DISTINCTCOUNT('Table'[username]),FILTER('Table','Table'[Date]=CALCULATE(MIN('Table'[Date]),ALLEXCEPT('Table','Table'[username]))))
all unique users = CALCULATE(DISTINCTCOUNT('Table'[username]),FILTER(ALL('Table'),'Table'[Date]<=MAX('Table'[Date])))

Result:

4.JPG

and here is sample pbix file, please try it.

 

Regards,

Lin

Community Support Team _ Lin
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.

View solution in original post

2 REPLIES 2
v-lili6-msft
Community Support
Community Support

hi @Anonymous 

You could try this way as below:

Step1:

Add a YearMonth column for date column

Step2:

Use these two formula to create two measure for your requirement:

new users = CALCULATE(DISTINCTCOUNT('Table'[username]),FILTER('Table','Table'[Date]=CALCULATE(MIN('Table'[Date]),ALLEXCEPT('Table','Table'[username]))))
all unique users = CALCULATE(DISTINCTCOUNT('Table'[username]),FILTER(ALL('Table'),'Table'[Date]<=MAX('Table'[Date])))

Result:

4.JPG

and here is sample pbix file, please try it.

 

Regards,

Lin

Community Support Team _ Lin
If this post helps, then please consider Accept it as the solution to help the other members find it more quickly.
Anonymous
Not applicable

Thank you so much! Works perfectly.

But your measure formulas needed to be adjusted to use semicolons instead of commas to get it to work. Maybe it's some internationalization setting, but it threw me off for a minute (the attached file helped a lot!).

Helpful resources

Announcements
FabCon and SQLCon Barcelona 2026

FabCon & SQLCon – Barcelona 2026

Join us in Barcelona for FabCon and SQLCon, the Fabric, Power BI, SQL, and AI community event. Save €200 with code FABCMTY200.

Fabric Community Sticker Design Challenge Barcelona Carousel

Fabric Community Sticker Challenge - Barcelona 2026

If you love stickers, then you will definitely want to check out our community sticker challenge, Barcelona edition!

July Power BI Update Carousel

Power BI Monthly Update - July 2026

Check out the July 2026 Power BI update to learn about new features.

Power BI DataViz World Championships carousel

Power BI DataViz World Championships - June 2026

A new Power BI DataViz World Championship is coming this June! Don't miss out on submitting your entry.

Top Solution Authors