Data profiling in Power BI - powerbi

Question

I want to profile every single data table I have in my Power BI report. By data profile I mean something like this:
Are there ways to make a data profile view in Power BI? DAX measure or calculated columns?
Alternatively, you can also recommend other data quality tools that can handle such tasks since I find it a bit difficult to achieve this result in Power BI.

Answer 1

Now I feel dumb after writing a manual query that did what it turns out Table.Profile does in one shot. However I will mention you can automatically get a profile for every table in your data set by using the #shared reference and filtering down to the tables:
let
Source = #shared,
#"Converted to Table" = Record.ToTable(Source),
#"Added Custom" = Table.AddColumn(#"Converted to Table", "TableCheck", each Type.Is(Value.Type([Value]), type table)),
#"Filtered Rows" = Table.SelectRows(#"Added Custom", each ([TableCheck] = true)),
#"Filtered Rows1" = Table.SelectRows(#"Filtered Rows", each [Name] <> "NAME_OF_THIS_QUERY"),
#"Added Custom1" = Table.AddColumn(#"Filtered Rows1", "Profile", each Table.Profile([Value])),
#"Expanded Profile" = Table.ExpandTableColumn(#"Added Custom1", "Profile", {"Column", "Min", "Max", "Average", "StandardDeviation", "Count", "NullCount", "DistinctCount"}, {"Profile.Column", "Profile.Min", "Profile.Max", "Profile.Average", "Profile.StandardDeviation", "Profile.Count", "Profile.NullCount", "Profile.DistinctCount"})
in
#"Expanded Profile"
And replace "NAME_OF_THIS_QUERY" with whatever you name the query so it doesn't try to profile itself.

Answer 2

Power BI has a built-in data profiler
Open Power BI and refer to the menu ribbon
Click Home
Click Edit Queries
Click View
Select Column Profile to view stats about your data

Answer 3

In the query editor, you can use the Table.Profile function on any table.
You can do multiple ones simultaneously like this:
= Table.Combine({Table.Profile(Table1),Table.Profile(Table2)})
Edit:
To see the profile, create a new Blank Query and define it as = Table.Profile(Table1). If you open the Advanced Editor, the M code looks like this:
let
Source = Table.Profile(Table1)
in
Source