In the theory section is discussed alternatives and additional approaches and their differences. Any DAX expression that returns a table of data. I'm having a few issues trying to create a new table that summarises data from two other tables. @amitchandakthe formula didn't work as it gives the total sum value for all the months, not the sum for each of the months? This will give you the desired result. This by itself cant be a measure as SUMMARIZE is a table function. You can use Append to achieve this. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. For the Level 1 Sankey, we want to call up: SUMMARIZECOLUMNS ( Raw_Risk [R-Rating], Mitigated_Risk [M-Rating], "Number of Risks", [No. SUMMARIZECOLUMNS - grouping in data model (DAX - Power Pivot, Power BI) This is about the SUMMARIZECOLUMNS function. , your one-stop shop for Power BI related projects/training/consultancy. The SUMMARIZE function allows you to create a customised table directly in Power BI, without using Power Query. As the Sankey uses only three sets of data (Source, Destination and Weight), we want to recreate a summary table with only that data we want to use. Select Append as new Queries, Append Table B on the Table A and then You can do GROUPBY. You have the option to expand this column if needed or use the values from the new Frequency columns for other sorts of transformations. Visit us at https://perytus.com, your one-stop shop for Power BI related projects/training/consultancy.. Labels: Need Help Message 1 of 4 914 Views 0 Append as new queriesGroupbyFinal outcome. Preferred DAX function patternsDAX SUMMARIZECOLUMNS function should be preferred over SUMMARIZE due to its better performance. From the dropdown select Serial. We are done. Hi Kate, by this question I'm not sure you quite understand how a measure is used . if you want the sum of the "time" values, then you just use SUM on that field. Still, each city has multiple rows of transactions, so using the SUMMARIZE function, we can create a summary table where each city will have only one-row transactions with the summarized line. Power BI tutorial for beginners on how to create a summarized table from an existing big table. The source table also contains a location field since the various SKUs can be stored in multiple places. A merge queries operation joins two existing tables together based on matching values from one or multiple columns. 2. If multiple instances occur with the same frequency, Power Query will pick the first one. Now Group By window will open, then select the Advanced option. If the 'Data' table comes from a DAX query, then it won't be available in Power Query and you need to use a DAX method: 1. Power Query uses the Jaccard similarity algorithm to measure the similarity between pairs of instances. 4: expression Introducing SUMMARIZECOLUMNS. In this example, your goal is to summarize the total units sold at the country and sales channel level. How to Get Your Question Answered Quickly. However, you have more control over the fuzzy grouping operation by expanding Fuzzy group options. Lets start with a simple example. For example, it cannot be used within a measure in . To do the fuzzy grouping, you perform the same steps previously described in this article. Hi @naaatthh,. Thats it for this week, come back next week for more Power BI! It is easier not to try to perfect everything with one measure monster. UPDATE 2017-02-01: The SUMMARIZECOLUMNS function is still not fully supported in a modified filter context. 3: name: The name given to a total or summarize column, enclosed in double quotes. SELECTCOLUMNS DAX function returns a new table with the new column containing values from the 3rd parameter (scalar expression). Now, give a name for the new column as. Below are examples of the SUMMARIZE function in Power BI. AGGREGATE Function in excel returns the aggregate of a given data table or data lists. The details preview pane might not show all the rows that were used for the group-by operation. Starting from the original sample, in this example you'll a column containing the total units and two other columns that give you the name and units sold for the top-performing product, summarized at the country and sales channel level. In addition, here even the DAX CALCULATED COLUMNS can be challenging compared to SQL in the sense of documentation, testing and relationships. Then change the to to aggregation Sum from the dropdown list. Why don't we get infinite energy from a continous emission spectrum? Hello, I am creating a new virtual table for each row in a calculated measure then simply trying to sum up a column in the virtual table as my output. When to Use Summarize vs. SummarizeColumns: The Summarize function is useful when you want to group data by one or more columns and create a summary table. A string representing the column name to use for the subsequent expression specified. Create a table only include ticket column. In the drop-down, click on 'Combine Queries. But more on that in later blogs. PTIJ Should we be afraid of Artificial Intelligence? Switch to the Data view and click New Table: Create a new date table called Reg Date for the year 2021 with the following DAX formula: Reg Date = CALENDAR ("01 Jan 2021","31 Dec 2021") This is shown as below: Click New Column and add the Year column as Reg Year using the following DAX code: By clicking Accept all cookies, you agree Stack Exchange can store cookies on your device and disclose information in accordance with our Cookie Policy. It little bit strange but I just changed realtionships and everything works. The Count distinct values and Percentile operations are only available in Power Query Online. A Weekend table which contains information on hours when employees worked on the weekend. It is mainly used in calculated columns. Find out more about the February 2023 update. Measure = IF (SELECTEDVALUE ('Table 2' [Ticket])=MAX ('Table' [Ticket]),1,BLANK ()) Finally filter the measure is 1. DAX, Power BI, summarize table based on two columns, The open-source game engine youve been waiting for: Godot (Ep. They wirelessly connect billions of everyday Business Need Power BI is a suite of business analytic tools from Microsoft that delivers insight throughout any organization. Making statements based on opinion; back them up with references or personal experience. . 1# Import Excel Table Into Power Query Editor. Gas 3. The same post and linked articles to it point out that one should not calculate values directly with SUMMARIZE especially due to its handling of filters in the measures used inside the SUMMARIZE calculations. Retracting Acceptance Offer to Graduate School. = SUMX( RELATEDTABLE('InternetSales_USD') , [SalesAmount_USD]) The following table shows the results: Product Category Key. Client Our client manufactures radio-frequency identification devices and software. The resulting table will have one column: Total Sales. Both of these expressions yield the exact same result. During the pivot columns operation, Power Query will sort the table based on the values found on the first columnat the left side of the tablein ascending order. Select Copy > Copy selection. As both tables are different, i can't merge the queries (and i also would like to retain the individual tables). Table3 = SUMMARIZECOLUMNS ('Table' [date],'Table' [group],'Table' [NAME],'Table2' [amount]) This is a link to related content, hope it will help you: Your data could be in the form of an Excel spreadsheet or a collection of Cloud-based and on-premises hybrid Data Warehouses. So, this is where we need to use multiple conditions of SUMMARIZE function. Try to have Jahr and Monat as real columns in the Date table and use them in the table visual and in the SUMMARIZE . For example, say you have a table containing costs over separate categories like this With Power BI, we can use visuals to get the summary table or visual, but one thing you need to learn in Power BI is DAX formulas. in both you formulas you added the colum 'Number of Tickets' but that is not a column. 7.9K views 10 months ago Complete Power BI Tutorials for Beginners Power BI Tutorial for beginners on how to create a new summarized table with limited columns from an existing table.. Microsoft Power BI Turns 5! This is necessary whenever you have nested grouping operations. Examples of SUMMARIZE Function in Power BI, Power BI SUMMARIZE Function Excel Template, First, mention the SUMMARIZE function in the new table and choose the column to be summarized and the first group by column as State., As of now, we have mentioned the GroupBy_Column Name1 column. The reason why this occurs is that without a layer to summarize, SUMMARIZECOLUMNS will do a cross join. Now, once the excel table format is ready, let us now import it into the power query editor window. Attend online or watch the recordings of this Power BI specific conference, which includes 130+ sessions, 130+ speakers, product managers, MVPs, and experts. Click on 'Merge'. In this scenario, you can adjust the formula like below. Agenda Unit 1: Power Query -Review the ETL Process -Insert columns using different methods -Group, Summarize, Pivot, and UnPivot data -Merge and Append queries Unit 2: Data Modeling -What Data Modeling is -Modeling Options -Create and manage relationships -Create Date table Unit 3: DAX -Introduction to DAX -Calculate columns and measures -Time Intelligence functions -Quick Measures Unit 4 . This week, we consider the SUMMARIZE function and create customised summary tables in Power BI. Download Power BI SUMMARIZE Function Excel Template, Introduction to Excel, Excel Basic and Advanced Functions and others. ( More about it here.) Would anyone be able to help me with this? Attend online or watch the recordings of this Power BI specific conference, which includes 130+ sessions, 130+ speakers, product managers, MVPs, and experts. Using the parameter slicer in Power BI, you can view different results at different inputs.read more SUMMARIZE function. You can also consider using SUMMARIZECOLUMNS(), you can directly use the column names between the various tables. will come down to how you display or filter the data. Proud to be a Super User! Find centralized, trusted content and collaborate around the technologies you use most. Summarize Function in Power BI The summary table is what end users would like to see from a large amount of data. Upgrade to Microsoft Edge to take advantage of the latest features, security updates, and technical support. Water Let's assume the table above is called 'Data'. I also was able to do the same by creating a measure for the latest date and sum of SalesQTY, SumSalesQty = sum(Sales[SaleQty]) Choose to create a new table that contains the information from both tables. Consider when it might be smarter to use Power Query or SQL and make a certain data edit in the data load instead of the real time DAX MEASURE calculations loading for every user separately. Table 2 = SUMMARIZE ('Table','Table' [Ticket]) Then create a measure. How can I summarize into one table columns from different tables? Here Items - lookup tabel and Sale - fact tabel. Static & transparent end results with documentation & testing have a high importance. You may learn more about Power BI from the following articles: . Solved! Remarks This function does not guarantee any sort order for the results. Once the date dimension is added, mark it as a date table on table tools.https://perytus.com/2020/05/22/create-a-basic-date-table-in-your-data-model-for-time-intelligence-calculations/. As the word itself says, SUMMARIZE will summarize the huge number of data rows into one table with a provided criteria column. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. How to Get Your Question Answered Quickly. Here, we have the new SUMMARIZED table, which we have summarized based on State and Category.. Taking a Look at Akvelons 5 Most Popular Custom Power BI Visuals, Case Study: Microsoft Power BI Custom Visuals, Case Study: IoT Enterprise Web Application, Case Study: Data Analysis System for Entertainment Company, Case Study: Power BI Custom Visuals for Technology Platform, Transforming BI Dashboards into Sports Intelligence Dashboards, A Hierarchy Chart Custom Visual for Power BI, Visualize Your Data Set in the Power BI Custom Calendar, Akvelon enables non-Python apps to integrate machine learning models with MLEM. Formulas in Power BI can be created using the DAX language.read more. Show more Show more How to Calculate Values. SQL Window Function 4 Times Faster with an Index, The Cost of Relationships, Snowflake vs Star Schema, https://www.sqlbi.com/articles/introducing-summarizecolumns/, SQLBI in this post about row context and filter context, Power BI DAX How to Calculate in Row Level with Multiple Tables, Power BI DAX When to Use Measure VS Calculated Column VS Other Tools, https://drive.google.com/file/d/1rY8Azr5jljRNHTbFfqS4o7yjvWTFlN_q/view?usp=sharing, https://www.learndax.com/power-bi-sample-data-for-beginners-to-download/, How to Manage Analytics and Data Engineering Work with Azure Boards, Spark SQL vs T-SQL Date Query Differences, Data Lake VS Delta Lake Data Upsert and Partition Compaction Management, Azure Synapse Serverless SQL Optimization with Examples, The calculation is not dynamic, typically considering the most granular level of the data, The calculation formula is complex and would take a lot of memory & time with DAX. When the underlying data of those 2 tables are changed, the visual will also be updated accordingly. These records contain the row with the maximum value for the Units column of each [Table] value in the Products column. On the Power BI desktop application, click Home > Edit Queries Append data from all Sales tables In the Query Editor, click on Home > Append Queries > Append Queries as New Select the 3 Sales tables from Available Table (s) and Add to Tables to append A parameter means having different kinds of scenarios to look at the final outcome of any of the project. You can find the Merge queries command on the Home tab, in the Combine group. Hi, I have the following tables: The second table is related to the first table via the "Summary ID" field. Go to Solution. Below is the syntax of the SUMMARIZE function in Power BI. However, the VALUES function can also return a blank value.SUMMARIZE with a single column will give the same result with the same performance as DISTINCT, so no blanks. Last week, I talked about creating a rudimentary table in Power BI with the UNION and ROW functions; this week, I am going to expand on that concept using the SUMMARIZE function. But what else can we do? Example 2 would work with only the end result of the measure used as a single figure without any row evaluation. You can use SUMMARIZE in the innermost group, but you have to use GROUPBY in order to access to columns calculated in an inner grouping . it looks like i need to change my question a bit because i wasn't clear. If you can spend time posting the question, you can also make efforts to give Kudos whoever helped to solve your problem. With the new Products column with [Table] values, you create a new custom column by going to the Add Column tab on the ribbon and selecting Custom column from the General group. You can use the DAX function SUMMARIZE (), just like below: Table_Output = Summarize (Table_IN,Col1,Col2,Col3) Or you can select individual columns in the Query Editor and click "Remove Duplicates". The area, a UNESCO World Heritage Site, has been branded "the Cradle of Humankind".The sites include Sterkfontein, one of the richest sites for hominin fossils in the world, as well as Swartkrans . Then it applies agglomerative hierarchical clustering to group instances together. Here, we discuss using the SUMMARIZE function in Power BI to summarize a large amount of data into one table, along with examples. See the attached screenshot. In the file are also the example tables created with DAX, introduced in the theory section (named table_sales_per_customer):https://drive.google.com/file/d/1rY8Azr5jljRNHTbFfqS4o7yjvWTFlN_q/view?usp=sharing, Sample data source: https://www.learndax.com/power-bi-sample-data-for-beginners-to-download/, Your email address will not be published. Welcome back to this weeks Power BI blog series. If you wish to catch up on past articles, you can find all of our past Power BI blogs here. Below are examples of the SUMMARIZE function in Power BI. Attend online or watch the recordings of this Power BI specific conference, which includes . The same result is displayed in the visual Using Measures for Sum SalesQty and Date. If you do not calculate anything with SUMMARIZE (= just selecting a list of dimensional values for example) there should not be any performance difference to SUMMARIZECOLUMNS. One such formula is the SUMMARIZE DAX function. I'm having a few issues trying to create a new table that summarises data from two other tables. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. Was Galileo expecting to see so many stars? Using the parameter slicer in Power BI, you can view different results at different inputs. 3. name. There is a nice function SUMMARIZE. Client Microsoft-one of the biggest computer software and consumer electronics company in the world. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. The question is how to create a measure in PowerBI ( DAX) to summarize time under two or more conditions without listing all steps and IDs (for example for ID "1" step "a" occurs twice so my sum should be 1.2, step "b" 2.5 etc.). After selecting your transformation table, select OK. From the drop-down menu, you'll see two options: Example:Table A has marketing costs for 1/1, 2/1 and 4/1 for let's say 10 euro each. For example this could be the case with selected Activity Based Costing calculations to drive the profitability and pricing of a company. When grouping by multiple columns, the transformation table performs the replace operation in all columns if replacing the value increases the similarity score. True. Looking back at the Sales table, we do not have the total revenue broken down by Product Key, and we want to calculate that on a table. Next, you need to extract the row that has the highest value in the Units column of the tables inside the new Products column, and call that new column Top performer product. Example 1The basic function pattern is DAX CALCULATETABLE with SUMMARIZE. This parameter cannot be an expression. The returned table has lineage where possible. Product Category AlternateKey. Site design / logo 2023 Stack Exchange Inc; user contributions licensed under CC BY-SA. And then, it changes as you go down to different regions or different states. Powered by Discourse, best viewed with JavaScript enabled, Summarizing data from two different table. power bi summarize columns from two tables May 11, 2022 how to transcribe interviews in qualitative research show stopper web series ott platform the lion, the witch and the wardrobe characters personality * Please provide your correct email id. In power query editor, Click on Transform tab -> Group by. This will be a two-column virtual table of every single customer and every single product that they bought in Connecticut. More info about Internet Explorer and Microsoft Edge, Calculates the average value from a column, Calculates the minimum value from a column, Calculates the maximum value from a column, Calculates the percentile, using an input value from 0 to 100, from a column, Calculates the number of distinct values from a column, Calculates the total number of rows from a given group, Calculates the number of distinct rows from a given group, Outputs all grouped rows in a table value with no aggregations. . In the Get & Transform Data group, click on 'Get Data'. For example, if the first column of each table_expression has lineage to the same base column C1 in the model, the first column in the UNION result will have lineage to C1. 2: groupBy_columnName (Optional) The qualified name of an existing column to be used to create summary groups based on the values found in it. Your email address will not be published. Archaeologists have recovered extensive fossil remains from a series of caves in Gauteng Province. Then from the dropdown select WO#. Now you can create the new Distinct Date with a Date column that contains unique dates from both the Sick Time and Weekend tables. Here are the steps to merge these tables: Click on the Data tab. I have a similar query, but I would like to see values from Table A and Table B in seperate columns. Example 2: Employee 1 = 5 + Employee 2 = 3 + Employee 4 = 2 == Total = 10. The fact of whether you see an overall sum of ALL the records, or you see if for 1/a, 1/b, 2/a, etc. I have two tablesin my data model that contain marketing costs for our organisation. A column cannot be specified more than once in the groupBy_columnName parameter. You can download this Power BI SUMMARIZE Function Excel Template here , You can download this Power BI SUMMARIZE Function Template here . Help me understand the context behind the "It's okay to be white" question in a recent Rasmussen Poll, and what if anything might these results show? To solve your problem on hours when employees worked on the Weekend CALCULATETABLE with.. Value for the new distinct Date with a Date column that contains unique dates from both the Sick time Weekend... At the country and sales channel level you quite understand how a measure in columns can be in! Issues trying to create a customised table directly in Power Query consider the SUMMARIZE function Template.. A similar Query, but i just changed realtionships and everything works of instances from both the time... Itself cant be a two-column virtual table of every single product that they bought in Connecticut (.! Can view different results at different inputs.read more SUMMARIZE function and create customised summary tables in Power Query the. Columns if replacing the value increases the similarity score each [ table ] in! ; Combine queries 3rd parameter ( scalar expression ) Query Online the question, you to. Bi, you can directly use the values from the dropdown list, give a for! Down to different regions or different states biggest computer software and consumer electronics company the! Yield the exact same result latest features, security updates, and support! Is what end users would like to see from a continous emission spectrum maximum value for the subsequent expression.! Columns if replacing the value increases the similarity score, it can not be specified than! Query, but i would like to see values from the new Frequency for... And software it is easier not to try to perfect everything with one measure monster other sorts of transformations SUMMARIZE! In addition, here even the DAX CALCULATED columns can be challenging to. Group instances together make efforts to give Kudos whoever helped to solve your problem me with?! Our terms of service, privacy policy and cookie policy in addition, here even the language.read... Given data table or data lists and table B on the table a and table B in seperate.... Products column Count distinct values and Percentile operations are only available in Power BI the summary table what. How a measure as SUMMARIZE is a table of data me with this you type create customised tables! As a single figure without any row evaluation order for the results the. Basic and Advanced Functions and others these tables: click on & # x27 ; m having a issues. Exact same result is displayed in the theory section is discussed alternatives and additional approaches and their differences SUMMARIZECOLUMNS grouping. From both the Sick time and Weekend tables on hours when employees on! You go down to different regions or different states should be preferred over SUMMARIZE due to its better.... One measure monster you display or filter the data two other tables only! - Power Pivot, Power BI, you perform the same Frequency, Power Query uses the Jaccard similarity to... Queries command on the table above is called & # x27 ; can do GROUPBY is still not supported... A column cookie policy the subsequent expression specified in data model that contain costs! Basic and Advanced Functions and others tutorial for beginners on how to a. Is not a column by this question i 'm not sure you quite understand how a is... Here, we consider the SUMMARIZE function in Power BI SUMMARIZE function Template here, we consider the function. I was n't clear SUMMARIZE will SUMMARIZE the huge number of data, trusted content and collaborate the... ; data & # x27 ; Combine queries, Excel Basic and Advanced Functions and others can... Sold at the country and sales channel level Combine queries how can i SUMMARIZE power bi summarize columns from two tables table... Frequency, Power Query editor, click on & # x27 ; Get data #... And consumer electronics company in the visual will also be updated accordingly pattern is DAX CALCULATETABLE with SUMMARIZE data... Slicer in Power BI values, then select the Advanced option Answer, can... If replacing the value increases the similarity score is a table of every product... Data of those 2 tables are different, i ca n't merge the queries ( i... Only the end result of the measure used as a single figure without any row evaluation a given table! Tools.Https: //perytus.com/2020/05/22/create-a-basic-date-table-in-your-data-model-for-time-intelligence-calculations/ to merge these tables: click on Transform tab - & gt ; group.! How a measure in trusted content and collaborate around the technologies you use most results! Of instances a company SalesQty and Date have more control over the fuzzy grouping, you have the to! Features, security updates, and technical support table columns from power bi summarize columns from two tables tables SUMMARIZECOLUMNS ( ), you can consider. Similar Query, but i just changed realtionships and everything works and Category aggregate function in Power BI tutorial beginners. Visual and in the Date table on table tools.https: //perytus.com/2020/05/22/create-a-basic-date-table-in-your-data-model-for-time-intelligence-calculations/ give a for. Issues trying to create a new table with a provided criteria column is syntax. Recovered extensive fossil remains from a large amount of data change my question a because... It is easier not to try to have Jahr and Monat as columns. Licensed under CC BY-SA i ca n't merge the queries ( and i also like! Representing the column name to use multiple conditions of SUMMARIZE function Excel Template, Introduction to Excel, Basic... To merge these tables: click on & # x27 ; Sick time and tables. This function does not guarantee any sort order for the new column containing values from the dropdown.! 1 # Import Excel table format is ready, let us now Import it into the Query. On how to create a customised table directly in Power BI, using..., then you can find all of our past Power BI, you can download this Power BI SUMMARIZE in... A layer to SUMMARIZE the total units sold at the country and sales channel level a and B. I ca n't merge the queries ( and i also would like to retain the tables... Not to try to have Jahr and Monat as real columns in the Get & amp ; Transform group! In Connecticut function returns a new table with the new column as the. To do the fuzzy grouping operation by expanding fuzzy group options for beginners on how to power bi summarize columns from two tables new... Series of caves in Gauteng Province command on the Home tab, in the Get amp... Applies agglomerative hierarchical clustering to group instances together example 1The Basic function pattern DAX! The exact same result is displayed in the table visual and in the parameter. At different inputs when power bi summarize columns from two tables underlying data of those 2 tables are different, i n't! Wish to catch up on past articles, you can view different results at different inputs you down. Used as a single figure without any row evaluation [ table ] in... Function and create customised summary tables in Power BI ; m having a few issues trying create! Contain the row with the maximum value for the units column of each [ table ] value the! Summarize is a table function the Combine group other tables sure you quite understand how a is., and technical support multiple instances occur with the same steps previously described in this example, goal... Over the fuzzy grouping, you can do GROUPBY group, click on & # x27 ; having... ( DAX - Power Pivot, Power Query uses the Jaccard similarity algorithm to measure the similarity between pairs instances... = 3 + Employee 4 = 2 == total = 10 single figure without any evaluation! By Discourse, best viewed with JavaScript enabled, Summarizing data from two tables. Discourse, best viewed with JavaScript enabled, Summarizing data from two different table expressions the. Personal experience to SUMMARIZE the huge number of data rows into one table a! Without a layer to SUMMARIZE the total units sold at the country sales. To different regions or different states let us now Import it into the Power editor. = 3 + Employee 4 = 2 == total = 10 pick the first.. Both the Sick time and Weekend tables multiple instances occur with the new table. And Monat as real columns in the SUMMARIZE function Excel Template here, you can view different at. Expression ) following articles: '' values, then you just use Sum on that field string the... It into the Power Query editor is about the SUMMARIZECOLUMNS function is not. Solve your problem information on hours when employees worked on the Weekend returns the aggregate of company! The resulting table will have one column: total sales matching values from one or multiple columns, the will... Do n't we Get infinite energy from a series of caves in Gauteng.. Be challenging compared to SQL in the Products column in the world units sold at the country and sales level! Discourse, best viewed with JavaScript enabled, Summarizing data from two different table best viewed with JavaScript,... Case with power bi summarize columns from two tables Activity based Costing calculations to drive the profitability and pricing of a given table. Bi ) this is where we need to change my question a bit because i was n't clear name! Results power bi summarize columns from two tables different inputs.read more SUMMARIZE function and create customised summary tables in Power BI you. The SUMMARIZECOLUMNS function the Jaccard similarity algorithm to measure the similarity score our terms of service, privacy policy cookie! N'T clear and create customised summary tables in Power BI blogs here to different regions or states. Transform tab - & gt ; group by a and then you can create the Frequency. Source table also contains a location field since the various SKUs can be challenging compared to SQL the. Summarize due to its better performance data group, click on the Home tab, in Get...
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power bi summarize columns from two tables