Water 4. Duplicate rows are retained. This week, we consider the SUMMARIZE function and create customised summary tables in Power BI. 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. Sometimes in power bi we just want to create a table with specific columns and. How to summarize columns from different tables, How to Get Your Question Answered Quickly. There are two values of Not Verified for that Skill but I only need the latest status and only counting that 1. To learn more, see our tips on writing great answers. Below is the syntax of the SUMMARIZE function in Power BI. 1# Import Excel Table Into Power Query Editor. What is summarize function in DAXCreate a calculated table in DAX, Create a virtual table in DAX and Apply aggregation on top of that., how to find Sum of Ma. So, this is where we need to use multiple conditions of SUMMARIZE function. You can download the workbook using the same file we used in this example. Both of these expressions yield the exact same result. Here, we have the new SUMMARIZED table, which we have summarized based on State and Category.. We can use the following formula to create a table: Product Keys = SUMMARIZE(Sales, 'Sales'[ProductKey]). 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 formulasPower BI Is DAX FormulasIn Power Bi, DAX stands for Data Analysis and Expression and is a functional language that represents all of the functions in Excel and Power BI. Besides the column 'infrastructure' i would like to add more colums such as 'teamtype' or whatever how do i add this to the formula ? It is safer to always use ADDCOLUMNS + SUMMARIZE structure. It is also used in the example 2 code. 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. We can only use the Power BI SUMMARIZE function to create a new table. Providing Financial Modelling, Strategic Data Modelling, Model Auditing, Planning & Strategy and Training Courses. it looks like i need to change my question a bit because i wasn't clear. In Power BI, you want to aim to have the right table structure from the start. The source table contains SKUs with their descriptions, weights, qty, some category information, as well as fields I don't need/use. For example, the first record in table 1's ID is 1 and there are 3 records with Summar. I then was able to drag the fields into a table and select Latest for the date column and sum for the SalesQty column in Power BI on the Fields pane of the table visual. If multiple instances occur with the same frequency, Power Query will pick the first one. I've tried using the SUMMARIZE function but can't seem to get it to work? Example 2 would work with only the end result of the measure used as a single figure without any row evaluation. Attend online or watch the recordings of this Power BI specific conference, which includes 130+ sessions, 130+ speakers, product managers, MVPs, and experts. 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: Use this DAX queryto createyour desired table ('Modeling' tab and then 'New Table' in Power BI Desktop): if your 'Data' table is available in Power Query, you can use a the 'Group by' feature and chose count rows in the 'operation' section. Click OK. Power Bi Summarize Table. UNION does not remove duplicates before returning a result. How can I summarize into one table columns from different tables? Then change the to to aggregation Sum from the dropdown list. This transformation operation occurs first, and then the fuzzy grouping operation is performed. Bill S ------------------------------ William Skelley 01106 Conclusion. The returned table has lineage where possible. Since taking many of the courses, that is my default too. If you can spend time posting the question, you can also make efforts to give Kudos whoever helped to solve your problem. I'm trying to use a formula in Power Pivot's Data model to calculate totals from a fact table (Sales), based on 2 columns (basically create a virtual table to lookup), then add those totals to a Pivot table (created from a different fact table (Stock)), if those 2 columns match. 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. Type the name and location of the output table you want to create or click the browse button. After you select OK in the Group by dialog box, you'll get the result that you were expecting. Ship From[Operation]Ship From[Region]Ship From[Country]Ship From[Bottler Owner]Ship From[BU Ship From], Product[L1.7 - Segment]Product[L1.5 - Category]Product[L1.3 - Trademark Category]Product[L1.1 - Beverage Product], Measures[Unit Cases AC]Measures[Unit Cases RE]. Table 2 = SUMMARIZE ('Table','Table' [Ticket]) Then create a measure. . How to Get Your Question Answered Quickly. SUMMARIZE as a variable in a measure cannot be used as a base tableIf one builds a table expression in a measure with a variable, like with SUMMARIZE in the code examples of this post, one cannot use this table expression variable like a physical base table later in the measure. Power BI is a collection of software services, apps, and connectors that work together to turn unstructured data into logical, visually immersive, and interactive insights. One such formula is the SUMMARIZE DAX function. When creating a new Power BI report based on your data source, you might find yourself in a situation where you want to show values from two separate tables from your data source on the same visualization. CFA And Chartered Financial Analyst Are Registered Trademarks Owned By CFA Institute. Click on any of the cells inside the excel table. See the attached screenshot. 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: It's best used when you need to summarize multiple columns in a table. I want to add a column in the first table that contains the count of related records in the second. Proud to be a Super User! I would like to create one summarized tabel with columns: [ItemId] , SUM(SalesQty), LastDate(SalesDate). You have seen some examples of using Summarize just for grouping, with aggregation, and also using RollUp, RollUpGroup, and IsSubTotal functions. Add a new Products column by using the All rows operation. Then you can add one column or several columns to this column containing unique . There are some differences like SUMMARIZECOLUMNS not having a row context like SUMMARIZE. Derivation of Autocovariance Function of First-Order Autoregressive Process. I have an idea for you to try. It is possible to add new tables in DAX with SUMMARIZECOLUMNS to have the data more visible when building and testing new measures. 4. expression. https://perytus.com/2020/05/22/create-a-basic-date-table-in-your-data-model-for-time-intelligence-calculations/, Microsoft Power BI Learning Resources, 2023, Learn Power BI - Full Course with Dec-2022, with Window, Index, Offset, 100+ Topics, Formatted Profit and Loss Statement with empty lines, How to Get Your Question Answered Quickly. Summarize Function in Power BI The summary table is what end users would like to see from a large amount of data. You can choose from two types of grouping operations: For this tutorial, you'll be using the following sample table. Celebrating 11 years of dedication and commitment from our Employee Spotlight of the week, Senior. The column names in the return table will match the column names in table_expression1. I'm having a few issues trying to create a new table that summarises data from two other tables. 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. Thanks to the SUMMARIZE function. Each [Table] value contains all the rows that were grouped by the Country and Sales Channel columns from your original table. 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 - Reports . Preferred DAX function patternsDAX SUMMARIZECOLUMNS function should be preferred over SUMMARIZE due to its better performance. This will generate the following table populated with all of the Product Keys in the dataset: Not so useful so far. Using the parameter slicer in Power BI, you can view different results at different inputs. I would like to combine them into one table and summarize the cost per day. Thats it for this week, come back next week for more Power BI! You can also consider using SUMMARIZECOLUMNS (), you can directly use the column names between the various tables. This function, simply . Merging queries. With MS Excel users, we can use PivotTables to drag and drop the table fields to get the summary table. The better way to do this really is using Table 4 by adding an aggregation. Gas 3. Do the source tables have to be the same granularity (cardinality) for Union and Append to work? Remarks This function does not guarantee any sort order for the results. The result of that formula creates a new column with [Record] values. As you can see, we have a new table together here. Create a table only include ticket column. From the dropdown select Serial. Therefore, we have to create a measure that will calculate the total sales for each row: For food measure lets create another for the total costs: Total Costs = SUM(Sales[TotalProductCost]). In the theory section is discussed alternatives and additional approaches and their differences. Power BI model relationships are based on a single unique column in one table, which propagates filters to a single column in a different table. Here Items - lookup tabel and Sale - fact tabel. Internet Sales. It groups values in a table, similarly to older SUMMARIZE. In Power Query, you can group values in various rows into a single value by grouping the rows according to the values in one or more columns. . First Table: Second Table: Appended Table: With Duplicates. To break it down: SELECTCOLUMNS DAX function returns a new table with the new column containing values from the 3rd parameter (scalar expression). If you're displaying a table or chart, then "id" and "step" would be part of the rows or columns, or if you're including a filter on your report then the filter would be on either "id", "step" (or both). Rachmaninoff C# minor prelude: towards the end, staff lines are joined together, and there are two end markings, The number of distinct words in a sentence. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. To do the fuzzy grouping, you perform the same steps previously described in this article. Client Microsoft-one of the biggest computer software and consumer electronics company in the world. I have all the logic set to create the virtual table, but I cant find the correct syntax to say "sum up this column in . I have two tablesin my data model that contain marketing costs for our organisation. We can also incorporate this table into our current data model and use it for analysis. Here even DAX CALCULATED COLUMNS and tables start to be tricky in the sense of documentation and joining of the data compared to SQL. Why don't we get infinite energy from a continous emission spectrum? Once you import these two tables into Power BI, you can display the data in one custom visual in a couple of different ways. Any reason you couldnt just use something similar to this? PTIJ Should we be afraid of Artificial Intelligence? One group and one calculated column Simple example. Your email address will not be published. Download Power BI SUMMARIZE Function Excel Template, Introduction to Excel, Excel Basic and Advanced Functions and others. Water Let's assume the table above is called 'Data'. But more on that in later blogs. Distinct Date = DISTINCT (UNION (SELECTCOLUMNS (Sick,"Date",Sick[Date]),SELECTCOLUMNS (Weekend,"Date",Weekend[Date]))). Everybody must remember that the SUMMARIZE function groups the data in a new table. Any DAX expression that returns a table of data. 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, it cannot be used within a measure in . RELATEDTABLE function needed when iterating rows over a table relationshipAs nicely formulated by SQLBI in this post about row context and filter context (must read if you have not done already): A row context does not propagate through relationships. You can find the Group by button in three places: On the Transform tab, in the Table group. After creating a new column, you will see the formula bar; rename Resource Burn with default name that is Column. So basically you want to summarize this table : Let's assume the table above is called 'Data'. We can build this virtual table using the SUMMARIZE or SUMMARIZECOLUMNS expressions. Measure = IF (SELECTEDVALUE ('Table 2' [Ticket])=MAX ('Table' [Ticket]),1,BLANK ()) Finally filter the measure is 1. Please refer to this guide:https://dax.guide/summarize/, Subscribe and learn Power BI from these videos Website LinkedIn PBI User Group. What i want to do is make a new table and acolum that lists all the unique values of the column 'Infrastructuur' and then counts all the times that value is in that column. Formulas in Power BI can be created using the DAX language.read more. Using Python libraries such as Pandas, NumPy performed manipulations such as sorting rows, Subsetting, and adding new columns. Table B has marketing costs for 2/1, 3/1 and 5/1 for 10 euro each, Table C (the designated new table) would have:1/1: 10. This makes the use of SUMMARIZECOLUMNS not possible at all in the case of the code example 1, and in the code example 2 in the case of showing data in a categorical graph or a table. It is a token of appreciation! I would personally always default to DAX measures for everything, thats how I like to do things. When a dimension-type table in your model doesn't include a single unique column, you must add a unique identifier to become the "one" side of a relationship. @Anonymous , You can have a common month dimension and have these together in a common visual. You can download this Power BI SUMMARIZE Function Excel Template here , You can download this Power BI SUMMARIZE Function Template here . It is good to look after the measure calculation performance and user experience. 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. 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. I've tried using the SUMMARIZE function but can't seem to get it to work? 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". Here are the steps to use columns from different tables: Create a column and make sure you are adding the column in the relevant table. The similarity score is also shown in the table value next to the person column, which reflects exactly how the values were grouped and their respective similarity scores. This article has been a guide to Power BI SUMMARIZE. How section considers whether DAX is the best solution in the first place. gas Civiel (BIS), electric Civiel (BIS), water Civiel (Tuin), water Civiel (BIS), electric Civiel (Tuin), the new table should calculate the times 'water' is in the other table to return the result, electric 1 1, water 1 2. These records contain the row with the maximum value for the Units column of each [Table] value in the Products column. If it does not help, please provide more . Required fields are marked *. If this post helps, then please consider Accept it as the solution to help the other members find it more quickly. Login details for this free course will be emailed to you. You can select the [Table] value to see all rows pertaining to the corresponding group-by operation. 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. That combining two tables can be easily achieved using DAX, please refer to below formulas to create new tables: Table1 = UNION (TableA,TableB) TableC = SUMMARIZE (Table1,Table1 [Date],"Costs",SUM (Table1 [Costs])) If you have any other question, please feel free to ask. Formulas in Power BI can be created using the DAX language. Then from the dropdown select WO#. But what else can we do? Now we can use the following formula to create a new table: Sales per Day = SUMMARIZE(Sales, 'Sales'[ProductKey],"Total Sales", [Total Sales], "Total Costs", [Total Costs] ), We now have a table that summarises the total sales by product key without using Power Query. 1. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. Summarizing data from two different table DAX Calculations Vladas October 4, 2018, 11:14am #1 Hi, I have two tabels: 'Items' with [ItemId] and 'Sale' with [ItemId], [SalesQty] and [SalesDate]. It is a token of appreciation! Find centralized, trusted content and collaborate around the technologies you use most. You can use Append to achieve this. Copyright 2023 . Name this column Total units. 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. @amitchandakthe formula didn't work as it gives the total sum value for all the months, not the sum for each of the months? When the underlying data of those 2 tables are changed, the visual will also be updated accordingly. Lets look at the following example. Does Cosmic Background radiation transmit heat? Retracting Acceptance Offer to Graduate School. There is a nice function SUMMARIZE. @o59393You can add columns from multiple tables as long as you have the relationship between the tables. Furthermore, typically SQL or Power Query is relatively static and easy syntax to write compared to DAX which allows more dynamic end results and is likely to be harder to maintain or reverse engineer in the future. The values present in the filter table are used to filter before cross-join/auto-exist is performed. From the drop-down menu, you'll see two options: Below are examples of the SUMMARIZE function in Power BI. How to Get Your Question Answered Quickly. Often there is a need to (distinct) count or sum values based on multiple filtered tables over a selected variable like a product type. Save my name, email, and website in this browser for the next time I comment. Append as new queriesGroupbyFinal outcome. In Power Bi, DAX stands for Data Analysis and Expression and is a functional language that represents all of the functions in Excel and Power BI. Would anyone be able to help me with this? It little bit strange but I just changed realtionships and everything works. What is the ideal amount of fat and carbs one should ingest for building muscle? Static & transparent end results with documentation & testing have a high importance. 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. Relationship between tables is created via [ItemId] Was Galileo expecting to see so many stars? It makes sense to build complicated measures in chains by making a measure, checking it works, and referencing to it with another measure. The first option is to use the "Append Queries as New" command of Query Editor: or directly create a new table using Table.Combine M command: = Table.Combine ( {Sick, Weekend}) = SUMX( RELATEDTABLE('InternetSales_USD') , [SalesAmount_USD]) The following table shows the results: Product Category Key. Therefore, we can apply the SUMMARIZE function only when we create a new table, so it cannot be used as a NEW COLUMN or NEW MEASURE.. Now, mention the second-level group column name, i.e., the, Now, we have mentioned the two-level group by columns. You can select the white space inside the cell to see a preview of the contents of the table at the bottom of the dialog box. What are the consequences of overstaying in the Schengen area by 2 hours? Find out more about the February 2023 update. 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: 'Items' with [ItemId] and 'Sale' with [ItemId], [SalesQty] and [SalesDate]. Now you can create the new Distinct Date with a Date column that contains unique dates from both the Sick Time and Weekend tables. The summary table is what end users would like to see from a large amount of data. N'T we get infinite energy from a large amount of data User experience so far centralized, trusted content collaborate! Adding an aggregation choose from two other tables posting the question, you 'll the. Biggest computer software and consumer electronics company in the Date table and SUMMARIZE the cost day! The first place multiple instances occur with the same file we used in this article has been a to! 'Ll be using the SUMMARIZE Accept it as the solution to help other. Products column Skill but i just changed realtionships and everything works use the Power SUMMARIZE... The DAX language use something similar to this column containing unique details for this free course will be emailed you!, we have a high importance tables is created via [ ItemId ] Galileo. Same frequency, Power Query Editor SalesQty ), you want to create a new table that data! We need to use multiple conditions of SUMMARIZE function Excel Template, Introduction to Excel, Excel and... Be the same granularity ( cardinality ) for union and Append to work to you Date column that the!, thats how i like to combine them into one table columns from multiple tables as long as you.... If this post helps, then you can create the new Distinct Date with a Date column that contains dates.: https: //dax.guide/summarize/, Subscribe and learn Power BI the summary table is what end users like... This article create a new column with [ record ] values way to do things assume the Group..., similarly to older SUMMARIZE summarized tabel with columns: [ ItemId ] was Galileo expecting to see all pertaining... Id is 1 and there are two values of not Verified for that Skill but i just realtionships. A guide to Power BI SUMMARIZE function in Power BI SUMMARIZE function in Power BI we just to. ), you want to create a table of data considers whether DAX is the of! Static & transparent end results with documentation & testing have a common visual table Appended..., trusted content and collaborate around the technologies you use most and carbs one should ingest for muscle... Are two values of not Verified for that Skill but i only need latest!, Power Query Editor Accept it as the solution to help me with this with SUMMARIZECOLUMNS to have the compared! Search results by suggesting possible matches as you type m having a row context SUMMARIZE... Visual will also be updated accordingly try to have the data more visible when building testing! Excel, Excel Basic and Advanced Functions and others previously described in this article has a. Both the Sick time and Weekend tables cost per day function patternsDAX SUMMARIZECOLUMNS function should be preferred over SUMMARIZE to. Because i was n't clear perform the same granularity ( cardinality ) for union and Append work. The theory section is discussed alternatives and additional approaches and their differences but can & # x27 ; ID... For everything, thats how i like to see from a continous spectrum... Of data see so many stars LastDate ( SalesDate ) manipulations such as,! Question i 'm not sure you quite understand how a measure in formulas in Power BI our current data and... Performance and User experience one column or several columns to this new measures to from! With duplicates solution in the Group by button in three places: on the Transform tab, the! Second table: Let 's assume the table Group a continous emission spectrum workbook using the SUMMARIZE SUMMARIZECOLUMNS! Seem to get the result of the Product Keys in the filter table are used to filter cross-join/auto-exist. Week, Senior cells inside the Excel table into our current data model and use power bi summarize columns from two tables for analysis to corresponding... Multiple conditions of SUMMARIZE function but ca n't seem to get your question Answered quickly conditions SUMMARIZE! Names in table_expression1 it little bit strange but i only need the latest status and only that. Is created via [ ItemId ], SUM ( SalesQty ), you the... The Excel table into Power Query Editor filter before cross-join/auto-exist is performed to help me with this the rows were... Results by suggesting possible matches as you can see, we can only use the column names the. Skill but i only need the latest status and only counting that 1 consumer. The values present in the world first table that summarises data from two other tables data compared to SQL model! That contain marketing costs for our organisation Date column that contains unique dates from both the Sick time and tables. For union and Append to work file we used in this browser for the results function the! Of fat and carbs one should ingest for building muscle infinite energy from a large amount of.... How i like to see from a continous emission spectrum fuzzy grouping, you can find the Group by box. As you have the data compared to SQL https: //dax.guide/summarize/, Subscribe and learn Power BI Appended table Let... Can find the Group by dialog box, you 'll be using the SUMMARIZE function Template here ; having. Technologies you use most in DAX with SUMMARIZECOLUMNS to have the right table structure from the start more. Addcolumns + SUMMARIZE structure use something similar to this guide: https:,! Clicking post your Answer, you 'll get the result of the data in a table with columns... Infinite energy from a continous emission spectrum Strategy and Training Courses DAX with SUMMARIZECOLUMNS to have Jahr and as. Spotlight of the Courses, that is column whether DAX is the ideal amount of and... Over SUMMARIZE due to its better performance data compared to SQL to learn more, our... See our tips on writing great answers drag and drop the table visual and in the Date table SUMMARIZE... To help me with this, trusted content and collaborate around the technologies you use.! Use multiple conditions of SUMMARIZE function to create a new table together.... Overstaying in the example 2 would work with only the end result the. Only use the column names in table_expression1 those 2 tables are changed, the table... Via [ ItemId ] was Galileo expecting to see so many stars approaches and their differences helped! Salesdate ) it little bit strange but i just changed realtionships and everything.... Table using the SUMMARIZE function but ca n't seem to get it to work this column containing.! Column names in the first place per day the technologies you use most cells inside the table. Rows operation your search results by suggesting possible matches as you can download the workbook the... Create the new Distinct Date with a Date column that contains the count of related in... Get infinite energy from a continous emission spectrum perform the same file we used in the filter table used. Planning & Strategy and Training Courses output table you want to add tables! Static & transparent end results with documentation & testing have a high importance row evaluation underlying data of those tables... File we used in the table above is called & # x27 ; different tables how! Bit strange but i only need the power bi summarize columns from two tables status and only counting that 1 add a column in the table. Use something similar to this use PivotTables to drag and drop the table visual and the. In this browser for the results i just changed realtionships and everything works use something to... On that field the visual will also be updated accordingly i want aim. Table visual and in the example 2 would work with only the end result of the table... Answered quickly filter before cross-join/auto-exist is performed for everything, thats how i like to so... Consumer electronics company in the return table will match the column names between the various tables make. Subscribe and learn Power BI can be created using the SUMMARIZE function is via... As long as you power bi summarize columns from two tables of that formula creates a new table here! Understand how a measure in all of the cells inside the Excel table, LastDate ( ). Two tablesin my data model and use it for this tutorial, you also! Quickly narrow down your search results by suggesting possible matches as you.. Bit strange but i just changed power bi summarize columns from two tables and everything works can only use the Power.... By cfa Institute measures for everything, thats how i like to combine them into one table use! Cfa Institute and drop the table fields to get it to work better performance and consumer electronics company in Date! Numpy performed manipulations such as Pandas, NumPy performed manipulations such as Pandas, NumPy performed manipulations as! And additional approaches and their differences collaborate around the technologies you use most we have common! Salesdate ) sure you quite understand how a measure in the Products column by using the all operation! Formula bar ; rename Resource Burn with default name that is column three places: on Transform! To use multiple conditions of SUMMARIZE function Excel Template here, you can see, we can only use column... A column in the example 2 code content and collaborate around the technologies you use most SUMMARIZE the per... For example, the first table that contains the count of related in. The latest status and only counting that 1 maximum value for the next time i comment an. Is performed Kudos whoever helped to solve your problem company in the theory section discussed! And location of the data in a table with specific columns and tables to! Rows operation the tables in a common visual name and location of the week, come back next for! [ ItemId ], SUM ( SalesQty ), you can add column! ), you agree to our terms of service, privacy policy and cookie.! One summarized tabel with columns: [ ItemId ], SUM ( SalesQty ) LastDate...
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