Forum Discussion
Sum all individual Columns for large data sets
- 1 year ago
I think the simplest approach for you is:
- Leave your CV query as is, where it just focuses on querying data source files, parsing, combining, etc.
- Right-click on your CV query, select Reference
(this will create a new query where your first step, Source, is just pointing to CV) - On your new query (rename to whatever), open the 'Advanced Editor', replace all text with a solution from here, just be sure that your Source step is referring to your original query, CV
- Most likely, you will want to turn off load on CV, so only the new table in desired output is added to your model and/or sheet
lbendlin's solution should work for you IF your columns are data type text and the only value you want to sum across all columns is "1" (as text).
In case your CV table has number/integer data typed columns, you can instead use the below code, following same approach, which is: 1) unpivot all columns, 2) extract group text between _'s, 3) pivot values back and sum
let // Reference to the original table Source = CV, // Unpivot all columns. Column names go to the "Attribute" column, // and values go to the "Value" column. UnpivotCols = Table.UnpivotOtherColumns(Source, {}, "Attribute", "Value"), // Extract your group text/labels from between the first and second _ ExtractGroupText = Table.TransformColumns( UnpivotCols, {{"Attribute", each Text.BetweenDelimiters(_, "_", "_"), type text}} ), // Pivot the table back, summing all values under matching group labels PivotValueAndSum = Table.Pivot( ExtractGroupText, List.Distinct(ExtractGroupText[Attribute]), "Attribute", "Value", List.Sum ) in PivotValueAndSumHere is a quick gif of the steps I outlined at top. Note: this is in PBI Desktop, not Excel, so UI may be a little different, but everything should apply the same, mostly.
Hi Prasanna,
Can you describe to me the steps I would follow to add this to my power query.
I am trying to add it using the Fx button, as seen in the image below, is this the correct method or should I use another option?
I think the simplest approach for you is:
- Leave your CV query as is, where it just focuses on querying data source files, parsing, combining, etc.
- Right-click on your CV query, select Reference
(this will create a new query where your first step, Source, is just pointing to CV) - On your new query (rename to whatever), open the 'Advanced Editor', replace all text with a solution from here, just be sure that your Source step is referring to your original query, CV
- Most likely, you will want to turn off load on CV, so only the new table in desired output is added to your model and/or sheet
lbendlin's solution should work for you IF your columns are data type text and the only value you want to sum across all columns is "1" (as text).
In case your CV table has number/integer data typed columns, you can instead use the below code, following same approach, which is: 1) unpivot all columns, 2) extract group text between _'s, 3) pivot values back and sum
let
// Reference to the original table
Source = CV,
// Unpivot all columns. Column names go to the "Attribute" column,
// and values go to the "Value" column.
UnpivotCols = Table.UnpivotOtherColumns(Source, {}, "Attribute", "Value"),
// Extract your group text/labels from between the first and second _
ExtractGroupText = Table.TransformColumns(
UnpivotCols, {{"Attribute", each Text.BetweenDelimiters(_, "_", "_"), type text}}
),
// Pivot the table back, summing all values under matching group labels
PivotValueAndSum = Table.Pivot(
ExtractGroupText, List.Distinct(ExtractGroupText[Attribute]), "Attribute", "Value", List.Sum
)
in
PivotValueAndSum
Here is a quick gif of the steps I outlined at top. Note: this is in PBI Desktop, not Excel, so UI may be a little different, but everything should apply the same, mostly.