It removes rows containing duplicated values in the currently selected columns. Keep Bottom Rows keeps on N rows of Bottom and removes other rows. Each file has data which is included also the other files - Here how it works: FileNumberOne29.03.2020 - has data for the period 24.03 - 28.03, FileNumberOne30.03.2020 - has data for the period 25.03 - 29.03. This is your table. Remove slicers and filters affecting this visual, Remove Multiple Column Duplicates with Query or/and Unique, Remove Line Spacing from same bullet point. I believe that I could use a GroupBy function to group all like records and take the max value of a number of columns, but in my real dataset I have about 50 columns that I would be doing this for and that number could increase. For instance, the first row in the table above should be removed since the is a second workcenter for the same sequence but the date is the latest one. It will remove all the duplicate values from the data. This pattern will be repeated again and again for the all records of tables. HOWEVER - the row in orange was a part of the file for 28.3, but not in the file for 29.3. Now, it will give the following result. But when you do this in Power Query, it does not work as expected. Published on January 23, 2019:In this video, we will learn one of the ways to remove duplicate data with Power Query/Power BI.We will use the group by functi. You can retain latest record for each "AccountId". How to write a book where a lot of explaining needs to happen on what is visually seen? To describe this function I have imported a new excel sheet as data source and table which are as below. The value of both textboxes will be in an integer as shown above in case of Keep Top Rows and Keep Bottom Rows. Privacy Policy. Now let's move back to our original query. Sep 16, 2016. In Power Query, you would think that you simply: Sort the table by Order Date in descending order. Once you click on Remove Alternate Rows the below window appear. difat In this video, you will see how to clean up transactional data in Power Query, including a hack to generate M code for multiple nested table transformations . What is the relationship between variance, generic interfaces, and input/output? For a better experience, please enable JavaScript in your browser before proceeding. After You advised me to use this, I wasn't sure how to use it so I found it onhttps://exceleratorbi.com.au/remove-duplicates-keep-last-record-power-query/, Sorry didn't explain Table.Buffer() in more details. Removing 0 rows from bottom has no meaning at all. #9. In column U put the below formula in beside the last row in Col T. For example if the last column in T was 22 then put in U22: Do you want (a) a result output consisting of start date, name, and date of absence, which meets your condition or (b) an additional column like U where the most recent date of absence listed per each name? Everything you need to know about Power BI: news, resources, and a community of super users ready to answer questions! lternatively you could determine the earliest date from each file and keep just those rows. Go to our Download C. Goal is to remove the duplicates and get the latest entry based on RunDate. 285. Can an invisible stalker circumvent anti-divination magic? Because it has removed the other 5 rows which were at the top of the table. When I remove duplicates (bar Code column) I only get status from the 1st file, but I want to get status with newest date whatever is position of file in folder. Remove duplicates One of the operations that you can perform is to remove duplicate values from your table. Normally, that is what an ideal Power BI user wants, but in this case, we need the sort to happen before the remove duplicates step. First row to remove- As we have entered 5 so it will not affect for the rows between 1 and 5. It worked wonders! In this article, we shall learn about implementing variables in a DAX query. For using Remove Bottom Rows we need to click on Remove Rows and select the option Remove Bottom Rows. It keeps rows containing errors in the currently selected columns. This will also surely solve this problem. We need a training consultant with prior work-experience conducting large-scale end-user training workshops for BI/Analytics products to facilitate training with our internal team. However, when I go to the "Remove duplicates" option, it does not keep the most top row, as I wanted, but only for some products. 'NLtL free Professional_Compare workbook (can also clean worksheets) https://1drv.ms/u/s!Au8Lyt79SOuhZ_zj8wEtOjDcqAI?e=MrzfpA Was this reply helpful? For using a variable in DAX, we use Var keyword, as shown below. Not the answer you're looking for? Why doesn't TikZ accept conditional colors? Base on the choice you make, you have to choose "Asc" or "Desc" as specified in the image below. I know that this might be a stupid question, but would it be possible to be more specific on how to execute those two steps, I am afraid that my knowledge doesnt let me do it, Before expanding the file content I have the following columns - Content, Source.Name, Extension, Date accessed, Date Modified, Date Created, Attributes, Folder path, Transform File, Transform File (2). As standard, it only keeps the earliest one. Once you click on Remove Top Rows it will ask you to enter the value of N. Then, the value of N should be non-negative integer including 0. I seem to recall that a Table.Buffer step is needed in order to make the sorting "stick". Thanks a lot , I really appreciate your time and support! Is it possible to - keep only the earliest date from all files, but the last one (last created)? It worked wonders! Hello everyone, I'm having a hard time trying to figure out how to remove duplicates and keeping the latest record. Making statements based on opinion; back them up with references or personal experience. All contents are copyright of their authors. HOWEVER there might be changes for the last 6 days as well thats why when a new file is uploaded to the Folder we need to get the data from the new file and completely overwrite the data for the last 6 days prior to the previous day: In file called - RAW1 - we have data for 25.03 - 31.03 - file uploaded in the folder on 01.04, In file called - RAW2 - we have data fore 26.03 -01.04 - file uplaoded in the folder on 02.04, In file called - RAW3 - we have data for 27.03 - 02.04 - file uploaded in the folder on 03.04, So in this case the data for 25.03 will remain from RAW1. *****Video Details*****0:34 three scenarios formulated1:44 adding column with absolute quantities2:10 group by ID index and absolute quantity2:30 add a new column - sum of the quantity2:47 add aggregation - AllRows3:27 add custom column for nested table transformations4:22 build transformation - add new query4:38 sort on movement type4:57 sort posting date5:15 List.FirstN function6:15 add index column6:34 custom column - running total8:24 add filter condition8:32 remove helper columns8:47 advanced editor***** Learning Power BI? This was such an important discovery for me that I made a recurring reminder on my phone so I didnt forget. Below is the result of Remove Duplicates based on the column Ship Mode. SQL Code. Basically I am just looking for the latest entry/ row for each article and sequence. It is used to keep only the top N records of this table. "If a row is present in a previous version, but not in the newest one it should be removed (in this case the orange row) " - I mean the following: As a data source I have selected a "FOLDER" in this Folder files with raw data are uploaded daily - each file has 7 days rolling data - meaning the data for the previous 6 days should be overwritten and the completely new data is for the previous day only. As I have entered 5 in the textbox, only 5 rows will be kept and other will be removed. As the production data set will be four times bigger and growing I got upset. For instance, the first row in the table above should be removed since the is a second workcenter for the same sequence but the date is . In this video, you will see how to clean up transactional data in Power Query, including a hack to generate M code for multiple nested table transformations by just using the User Interface and a method for creating a Running Total in Power Query. I got a dataset that I am loading into my sheet via power query and wish to transform the data a little bit according to my liking before loading it in. I used buffer previously, but with lots of flat files and millions of rows refresh of a dataflow became rather slow. Now, we shall select the Effective From column which has error and click on Remove Errors function. I have a Table with 2 columns: Record ID - Update Date. The data for 26.03 will remain from the file RAW2. It gives the warning message as shown below. What do mailed letters look like in the Forgotten Realms? TRANSFORM > CLEAN =CLEAN returns the original text value with non-printable characters removed. Please post sample data with before and after that match exactly what you're after and that contain all relevant cases. on To subscribe to this RSS feed, copy and paste this URL into your RSS reader. Site design / logo 2022 Stack Exchange Inc; user contributions licensed under CC BY-SA. Go to the Home tab. @Sergei BaklanThank You again for Your help. Appreciate it! Browse other questions tagged, Where developers & technologists share private knowledge with coworkers, Reach developers & technologists worldwide, What have you tried? not sure I fullly understand your request, but please de-select the Date-column from the yellow columns and check if that delivers what you want. It is time to do some coding and remove the duplicates.Go back to power query editor and click on the advanced editor button as shown below. Number of rows to keep: As we have entered 3 so it will not delete three row after first delete. The Code I used/edited so far: Remove the thousandths place by changing number format.To remove the 2010, add . Reddit and its partners use cookies and similar technologies to provide you with a better experience. So it sounds like you need to Sort the data first and then remove duplicates. If not, please exactly explain what you mean with your last sentence. I've faked the "from-folder"-experience so that I could use the combine-binaries-technique. Click OK Duplicate INC_Num & Submit columns Youre welcome to like, comment, share and any type of suggestion for my appreciation. Step 3 - Close and apply. Power Platform Integration - Better Together! I made a three-column sample data set, where each column has a random character from "a" to "e" - this yields 125 possible unique combinations. When shaping data, a common task is to keep or remove duplicate rows. Thus, after research comes in the function Table.Buffer to modify our sort code. No in my case I have one row in one of the files for a specific date which , when receiving the newer file is no longer there and this way it remain since it has no duplicate (the orange row in my first example). Warning 102938 But thanks to your advice same results were achieved faster and with less effort on the capacity side: Unfortunately not, optimising of performance in significant part is the art, not only technology, it individual for each concrete case. First row to remove cant be 0. The only difference between both is that Remove Top Rows removes the row from the top while Remove Bottom Rows removes the row fro the bottom. When , in PowerQuery, I select the columns in Yellow (all at once) and then click Remove duplicates and click close and apply I will get the following result: All good here.. We are excited to announce a new way to share your ideas for Power Apps! Once you click on Keep Top Rows, it will ask you to enter the number of rows to be kept only in the table, as below. All these inputs are of non negative integer value. It may not display this or other websites correctly. The value of N can be non-negative integer including 0. Messages. filling empty values with current date in power query, Power supply for medium-scale 74HC TTL circuit. This merges (inner join) step 1 and step 2 above on [ID] and [Last Modified] From the drop-down menu, select Remove duplicates. Positive feedback value update to 2 from 1 for the first 2 rows from 28.03. Number of rows to remove- As we have entered 2 so it will remove 2 rows starting at row number which is at the position 5. Once you click on OK the Keep Bottom Rows will give output, as below. All rows containing duplicated value of Ship Mode has been removed and only first occurrences of each Ship Mode are left. As described above, Keep Rows is used to keep the top N number of rows in a table while Remove Rows is used to remove or delete the N rows in a selected table. how to reference a cell on a loaded table through power query editor even if the number of rows change? I wish to travel from UK to France with a minor who is not one of my family. In this way we have implemented some of Remove Rows functions. Sorting in a different order before remove doesn't work. Rogue Holding Bonus Action to disengage once attacked. If you're doing this in Power Query, you can sort by [Close Date] Descending, then add a manual step after: Table.Buffer then de-dupe against the ref and it will keep the most recent. 2 5/1. 12:48 AM Not much to say here. If the selected column contains error then the Keep Errors will give the following result. 2 5/2. . Notice the additional code below, that has been added to remove duplicates. By clicking Post Your Answer, you agree to our terms of service, privacy policy and cookie policy. It has returned the empty table with 0 rows because it has skipped all the rows which has Error in Effective From column. It deletes the rows based on the pattern. But when you do this in Power Query, does not work as expected. July 29, 2022, by As a minimum check if query folding works, you have modular structure of the queries and you minimised repeated refresh of them. You are using an out of date browser. Is there an easy way to do it? In Power Query, I ordered by OrderDate in descending order, then i removed the duplicates as shown below. In this way it will delete row number 5 and 6. That generated all the other queries that you see in the file. As you can see in the Sales table below, each customer has many transactions with different order dates. I will just buffer the data-set before removing duplicates. I have highlighted top 5 rows in below image. You would think this would automatically happen. i recently realised that power BI picks up the time Inspiration for Creating Reports with Images - use How to show data source used in power BI in my report, Press J to jump to the feed. Anyway, glad to know you sorted the issue out. Same as OP I jave had this problem in the past and never solved how the remove duplicates operates. Remove Duplicates keeps first of duplicated rows in order of how you sorted records before. Here, N is the number of rows which we can specify as per our requirement. Once you click on OK as in above image the result of Remove Alternate Rows based on the pattern will be as shown in below image. Auto-suggest helps you quickly narrow down your search results by suggesting possible matches as you type. It removes Top N number of rows from this table. I assume there is a better solution. 2022 C# Corner. Now I need to remove all duplicates (sequence ) for each article. https://exceleratorbi.com.au/remove-duplicates-keep-last-record-power-query/, Best practices when working with Power Query | Microsoft Docs, Remove duplicate words in a cell after power query grouping and aggregating from a table, How to convert JSON data into Excel table in Power Query. On 31.03.2020 the file with data up to 30.03.2020 is uploaded. Create an account to follow your favorite communities and start taking part in conversations. 2) Append 1 to the complete content of the latest file. To know more how to work with Excel in Power BI desktop, please have a look at my previous article. !https://www.youtube.com/channel/UCYYHFZpm5GbaOmQKDNSTGLwOur Playists:SQL Playlist :https://goo.gl/PS5Ep6DAX PlayList : https://goo.gl/S4W41DPower BI PlayList: https://goo.gl/dXxvnBPower Query Playlist: https://goo.gl/5QS7P4Getting Started with Power BI:https://goo.gl/GHakLZGetting Started with Python: https://goo.gl/n24P3wABOUT DAGDOO:Website:Home Page: http://www.dagdoo.org/Power BI Tutorials: http://www.dagdoo.org/excel-learning/tutorial-power-bi-desktop/Questions? For using Remove Bottom Rows we need to click on Remove Rows and select the option Remove Bottom Rows. 01.01.2019. OK, this is similar to the Excel feature (Remove Duplicates), which only works in the same table. What I do: I import data in Power Query, delete column with file name, sort them by date from newest to oldest. It's always better to followBest practices when working with Power Query | Microsoft Docseven they are not directly affect the performance. How are electrons really moving in an atom? Keep or remove duplicate rows (Power Query) Excel for Microsoft 365 Excel 2021 Excel 2019 Excel 2016 Excel 2013 Excel 2010. So, we need to click on Remove Top Rows option of Remove Rows. When the migration is complete, you will access your Teams at stackoverflowteams.com, and they will no longer appear in the left sidebar on stackoverflow.com. I thought of this workaround instead. As you can see in the above image, I have declared two variables using Var keyword - RESULT1 and RESULT2. Connect and share knowledge within a single location that is structured and easy to search. Jul 01 2020 Remove disconnected network printers from domain What does your company use to catalogue your dashboard Rolling period of 24 where work hours total more than 16hrs, I found a way to become admin of all the workspaces. HOWEVER - the row in orange was a part of the file for 28.3, but not in the file for 29.3. Then on the next day (01.04.2020) we upload also the newest file with data up to 31.03.2020 - Sheet called 01.04.2020. I want to only keep one record for each Record Id, with the latest Update Date. Therefore this row is unique and is being added , however what I need is to make sure that if a row has a duplicate based on the columns in yellow it should be removed and keep only the newest data. N is an integer value so its value cant be negative or non-numeric like decimal value. 12:49 AM. Many many thanks for the support! Date.From([Time Date]) = #duration(7,0,0,0). After clicking on OK, it will result as below in the table. Comments and SUGESTIONS? Step: Grouped Rows. - edited Keep rows containing duplicated values in the currently selected column. We can view the generated M-code in the advanced editor. Now we shall convert this column into date format and it will give error as below in place of text value. You will find me here:Twitter: @dagdooeCategory: Science \u0026 TechnologyLicense: Standard YouTube License Result would be: Record ID - Update Date by 1. How would you manage that with power query. 2 To do Power BI DAX deduplication based on column or to eliminate the duplicate data from a data set, Power BI has a weapon called DAX. My source is folder X which contains 3 files (but also can contain x files and problem is still there). Specify the number of rows to keep starting at a specific row. In the above image, I have marked the table row before applying Keep Range of Rows. If you enter non-numeric integer values like text, decimal or negative integer value in the Number of Rows text box, then theOK button will be disabled. In the Advanced Editor, we can now copy the code that we've created. In this way it will not delete row number 7, 8 and 9. Again we need to enter the value for N i.e., number of rows to be removed from bottom. 1 5/2. Why would any "local" video signal be "interlaced" instead of progressive? You must log in or register to reply here. When you use "remove duplicates" option in the data tab, excel deletes duplicates beginning from the bottom. the Power BI report is getting data from this folder. The data for the period 27.03-02.04 will remain from RAW3. Right-click on the dataset and select the edit query option. I have tried to reproduce it with the following code: I am definately doing something wrong, however I cant figure it out. Data Analysis Expressions (DAX) is a library of functions and operators that can be united to create formulas and expressions in Power BI Desktop. What documentation do I need? Basically I am just looking for the latest entry/ row for each article and sequence. How to delete duplicate records and keep the latest record. This is your table's primary key ( [ID]) grouped by the maximum [Last Modified] Step: Merged Queries. Again, open the Advanced Editor. Stash Login ProblemsLogin issues related to browser cookies Check whether your login issues are related to your browser cookie settings. Home -> Remove Rows -> Remove Duplicates. 1 5/1. In this article, we shall learn about implementing variables in a DAX query. I'll open the Advanced Editor, and we can see that this is our split step. What does your company use to catalogue your dashboard Rolling period of 24 where work hours total more than 16hrs, I found a way to become admin of all the workspaces. The Algebra Teacher POWERS to BI 688 subscribers In this video, I explain how to use the Table.Buffer function in the Power Query Editor to remove duplicate records with differing dates and. Find out more about the Microsoft MVP Award Program. Interactively create route that snaps to route layer in QGIS. That last formula should be =IFERROR(LOOKUP(2,1/($U:$U=ROW()-1),R:R),""), This is not working it just converts the cells where I put the formula in to 0's. I want to remove duplicate rows, but keep the latest close date. eg. Click on OK it will give the below result. Solution is described at https://exceleratorbi.com.au/remove-duplicates-keep-last-record-power-query/ on Step 1 - Open Power Query Editor. Sorry, can you explain what table buffer is? It tries to find the substring that gets repeated and, once it finds the best candidate, it removes the duplicates and keeps that single instance. Part in conversations have entered 3 so it sounds like you need to click on Remove rows and select edit! And similar technologies to provide you with a better experience, please exactly explain what table is... Currently selected column Docseven they are not directly affect the performance minor is... M-Code in the same table a loaded table through Power Query, Power supply for 74HC... Am just looking for the rows between 1 and 5 order of how you sorted the issue out be times. Below in the currently selected column contains error then the keep Errors will give following... The Remove duplicates one of the file RAW2 the duplicate values from your table match exactly what you 're and! About Power BI desktop, please exactly explain what table buffer is Excel in Power Query, you agree our. Keep or Remove duplicate rows ( Power Query Editor even if the number of to. Latest entry/ row for each article and sequence sorted records before more to... 365 Excel 2021 Excel 2019 Excel 2016 Excel 2013 Excel 2010 latest record for each.! Below is the number of rows to keep: as we have entered 5 so it will affect. Part in conversations keep Errors will give output, as below with 0 rows remove duplicates keep latest date power bi this folder,! The following result with Excel in Power Query, does not work as expected explaining needs to happen what., you agree to our terms of service, privacy policy and cookie policy will as! Recall that a Table.Buffer step is needed in order to make the sorting `` stick.! ; ve created both textboxes will be kept and other will be four times bigger growing. Each file and keep just those rows follow your favorite communities and start taking in! Supply for medium-scale 74HC TTL circuit times bigger and growing I got upset the relationship between variance generic. Shown below just looking for the latest Update date BI: news, resources, and?! Remove duplicates '' option in the above image, I 'm having a time! Is folder X which contains 3 files ( but also can contain X files and millions of rows from.! Removed and only first occurrences of each Ship Mode are left feature ( Remove duplicates on! Any `` local '' video signal be `` interlaced '' instead of progressive: news, resources, input/output. Site design / logo 2022 Stack Exchange Inc ; user contributions licensed CC. Many transactions with different order dates but not in the above image, ordered! You click on OK it will delete row number 5 and 6 column Mode. Not affect for the first 2 rows from 28.03 our original Query negative or non-numeric like value... Three row after first delete removed from Bottom also the newest file with data up to 31.03.2020 sheet. Excel 2019 Excel 2016 Excel 2013 Excel 2010 when working with Power Query Editor even if number. Happen on what is the number of rows solution is described at https: //exceleratorbi.com.au/remove-duplicates-keep-last-record-power-query/ on step 1 - Power! Something wrong, however I cant figure it out that snaps to route layer in QGIS way we entered! Used buffer previously, but keep the latest Update date I removed the remove duplicates keep latest date power bi 5 which. For 29.3 keep only the Top N number of rows which has error and click on Remove Top option. To reply here a different order before Remove does n't work time and support remove duplicates keep latest date power bi this! Each Ship Mode has been added to Remove all duplicates ( sequence for... Last sentence research comes in the function Table.Buffer to modify our Sort code with your last.. Rather slow Effective from column both textboxes will be removed I ordered by OrderDate in descending order medium-scale. Queries that you simply: Sort the data first and then Remove duplicates '' option in the textbox only. To recall that a Table.Buffer step is needed in order to make the sorting `` stick '' edit! Me that I could use the combine-binaries-technique Stack Exchange Inc ; user contributions licensed under CC BY-SA all. Var keyword, as below in the function Table.Buffer to modify our Sort.... Duplicates one of the file for 28.3, but not in the Sales table,. Growing I got upset a variable in DAX, we shall learn implementing! Filling empty values with current date in descending order, then I removed the duplicates and keeping the close! And table which are as below by OrderDate in descending order, then removed... Reddit and its partners use cookies and similar technologies to provide you with a minor who is one. To this RSS feed, copy and paste this URL into your RSS.. If the selected column Remove rows functions ; user contributions licensed under CC BY-SA open Power Query it. Top 5 rows will be removed from Bottom in conversations 8 and 9 ready to answer!. Data-Set before removing duplicates on RunDate table through Power Query Editor be `` ''! Signal be `` interlaced '' instead of progressive better to followBest practices when with! Letters look like in the data first and then Remove duplicates and keeping the entry. 1 and 5 of keep Top rows option of Remove duplicates gt ; Remove rows for. Remove Top rows option of Remove duplicates the code that we & # x27 ; ll the... Never solved how the Remove duplicates operates up with references or personal experience row before keep! The past and never solved how the Remove duplicates just buffer the before... Starting at a specific row rows containing duplicated value of both textboxes will be four times and! Affecting this visual, Remove Line Spacing from same bullet point skipped all the duplicate values from your table resources... In QGIS it with the latest close date, after research comes in the past never... The `` from-folder '' -experience so that I made a recurring reminder on my phone so I didnt.! Latest entry/ row for each & quot ; want to only keep one for... Multiple column duplicates with Query or/and Unique, Remove Multiple column duplicates with or/and. And similar technologies to provide remove duplicates keep latest date power bi with a better experience the Excel feature ( Remove duplicates and... Account to follow your favorite communities and start taking part in conversations even if selected! Inc ; user contributions licensed under CC BY-SA to Remove the 2010, add rows. Have declared two variables using Var keyword, as below in the function Table.Buffer to modify Sort! Newest file with data up to 30.03.2020 is uploaded been removed and only first occurrences of each Ship Mode left. Keep Errors will give the below window appear 26.03 will remain from RAW3 way it will Remove the. The `` from-folder '' -experience so that I could use the combine-binaries-technique everything you need know... That match exactly what you mean with your last sentence, then I removed the other 5 rows below... And 6 below window appear bullet point so its value cant be negative or like. Table row before applying keep Range of rows from Bottom OrderDate in descending order, then I removed the as... Kept and other will be repeated again and again for the latest file other will be an... Error and remove duplicates keep latest date power bi on Remove Alternate rows the below result the earliest date from each file and keep Bottom we... Issues related to your browser cookie settings training workshops for BI/Analytics products to facilitate training with internal! & # x27 ; ve created order to make the sorting `` stick '' not one my... Recurring reminder on my phone so I didnt forget rows of Bottom and removes other...., that has been added to Remove all duplicates ( sequence ) each. Definately doing something wrong, however I cant figure it out implemented some Remove! Up to 30.03.2020 is uploaded sorted records before by clicking post your answer, you to. But also can contain X files and problem is still there ) based. And never solved how the Remove duplicates based on opinion ; back them up references. Query option I made a recurring reminder on my phone so I forget... A minor who is not one of the operations that you see in the Sales table below, has... Range of rows to be removed from Bottom has no meaning at all you would think that you see. Thus, after research comes in the file for 28.3, but the one... That has been added to Remove the 2010, add used/edited so far: the. So that I remove duplicates keep latest date power bi a recurring reminder on my phone so I didnt forget far. A part of the file for 29.3 and 9 can now copy the code that we #... On RunDate of my family you explain what you 're after and that contain all relevant cases like. Past and never solved how the Remove duplicates latest Update date products to facilitate training our. Who is not one of my family knowledge within a single location that is structured and to. File and keep Bottom rows jave had this problem in the Advanced Editor more... Learn about implementing variables in a DAX Query these inputs are of non negative integer.... The Excel feature ( Remove duplicates operates on OK it will give output, as below 3 files but. 'S always better to followBest practices when working with Power Query, I really appreciate time. Duplicate rows, but not in the function Table.Buffer to modify our code! Negative integer value one of my family select the option Remove Bottom rows need. From the data first and then Remove duplicates and keeping the latest close date Multiple!