We will use the AGGREGATE function to generate a list of rows (i.e. You’d like to have a list of all the matches and you’d like to have it in a dynamic way. I like the way you describe and explain each step. 12345 1/08/2019 {=TEXTJOIN(“, “,TRUE,IF(F2:F999999=J1,G2:G999999,””))} We cannot simply increase the value of the row-num parameter by 1 every time we repeat the formula; the parameter needs to change based on the position of the associated Division in column “A”. – the calculation to generate errors can thus be avoided and, with no need to ignore anything now, the AGGREGATE function should (in theory) calculate more quickly. Utility Accord Excel INDEX MATCH with multiple criteria. Click here to reveal answer. It’s now time to loop back and utilize the [k] option (the 4th parameter) of the AGGREGATE function. The standard formulas always return the first match. You can do this with VLOOKUP. There’s one small issue: if every OFFSET looks at the previous OFFSET’s result for the row argument, where does the first OFFSET look for its row argument? By performing the COUNTIF as a separate “helper” calculation, it must only be performed once. Thank you for your helpful YouTube videos and wonderful documentation/instructions! NOTE: When the COUNTIF was in a “helper” cell, we did not make any of the references absolute because we were not repeating the formula across any other cells. in the same row but across different colums?? Hi! (Places all returned answers in separate cells), (Places all returned answers in a single cell as a delimited list). A1 Contains Abc def-111 ghi def-112 jkl def-113 mno def-114 I want to transfer to B1 Result would be def-111,def-112,def-113,def-114. Hi Leila. The better tactic is to use an IF statement to count the number of times the selected Division appears in the list of Divisions and then compare that against the current App list’s length. Leila Ghaharani. The only difference is we search column C for the item to return. Once it’s there, you can use SUMIFS to get the total of Games. Row_num = the “up and down” position in the list to move to extract data. The way we will make this dynamic is to use the previously discovered row number result as the rows argument. Thanks SO much!!!!!! Being a data analyst, you always need to deal with multiple criteria and conditions in order to get the desired result. The way to solve all the above issues is to use the OFFSET function. If you don’t want to have the “helper” formula in cell F4, you can fold the COUNTIF logic into the IF function. PS – love the tutorial, especially the step-by-step aspect. Hi Leila, I am doing this but instead of a fixed range, I am using a table and for some reason, the formula ignores the first result. I’ve recently discovered your chart and dashboard courses and they are awesome. Because 0 ÷ 0 = ERROR and 1 ÷ 1 = 1, we get the following list of responses. Works like a charm!! Excel VLOOKUP: Basics of VLOOKUP and HLOOKUP explained with examples. Select cell G5 and begin by creating an INDEX function. 3, 4, 5, 7). To account for similar/multiple names [using Excel 2010] I thought to nest my INDEX | MATCH with this formula however I’m not winning. Awesome Leila, thank you so much. Introduction to Match Multiple Criteria in Excel. acctID openDate oppID If there are multiple results for the criteria, the results will spill down to the rows below, to show all of the items. I then want to combine them into one string in another cell. Would I be on the right track using AGGREGATE in my formula somewhere, or should I go back to the drawing board? Some videos you may like Excel Facts How to find 2nd largest value in a column? Once the AGGREGATE function is working to our satisfaction, we will fold the logic of AGGREGATE into the INDEX function. Thank you so much for all you do! I’d be grateful for the solution. Excel: Extract unique items for dynamic data validation drop down list. Closest Match. I’ve tried your sample table it appears as per below:-, Apps for Division: We will use the INDEX and AGGREGATE functions to create this list. Fill the formula down through cells G5:G14. Get VLOOKUP Multiple Matches – Multi INDEX MATCH in Excel Written by Tom (AnalystCave)on February 3, 2019in Excel The Excel VLOOKUP function by default allows you to find only a single match and will return the corresponding row of a selected column value. Use the Index function to return multiple values a list. The only drawback to this consolidation is that the counting of the selected Division must be repeated for each IF function. Invoice 5003 500 Open. I knew there had to be a way to do this, but until today I had no idea of the AGGREGATE() function! Hello, this has been really helpful! When using Microsoft Excel for data analysis, you may often find yourself in situations when you need to get all matching values for a specific id, name, email address or some other unique identifier. It works like a charm with small sets of data but when I tried to use it on large sets of data (380K rows) excel gives me a msg that reads: “You entered too many arguments for this function”, Do you have any suggestions. Hi. This will create the list exactly as you wish. In the video below I show you 2 different methods that return multiple matches: Method 1 uses INDEX & AGGREGATE functions. Thank you for taking the time to write. This produces an undesirable result when the report length exceeds the number of match results. To do this, INDEX is configured with zero rows and one column. Hi George, We get in a contractors report, which lists the value of sales against each of the Product Codes sold in a given month. Array formulas can return either multiple results or a single result.” For the INDEX function, the syntax is: =INDEX (array, row_num, [col_num]) Now you can have multiple rows of VLOOKUP results, representing the multiple matches found. what if there are multiple Fightrr in the Apps column listed? Options = a number corresponding to a behavior for handling errors, hidden data, and other AGGREGATE and SUBTOTAL functions when mixed with data. Use VLOOKUP, HLOOKUP, and other functions like INDEX and MATCH to search for and find data based on values you enter. to Alternatively, you can use INDEX / MATCH Method: INDEX / MATCH for Multiple Match Lookups My comment is 6. It’s a two-step solution, but it’s two simple steps rather than one large, complicated step. Excel Index Match - Partial strings with Multiple Results. Thank you for your support. We want to convert the FALSE responses to errors and the TRUE responses to position numbers within the list (i.e. “abc00” (from TABLE 1) should be applied to the two rows with an openDate of 11/02/2018 since the acctID and the closeDate has the smallest days different. 0 Thanks Pending 5002 -200 Pending :) Here’s what I wrote previously. Starting in cell G5, we will use the INDEX function to return the App located on each discovered row. Hi Leila, When working with large databases, you may sometimes find yourself in a situation when you need to find something but don't have a unique identifier for the search. This saved me a ton on time! Use INDEX and MATCH in Excel to perform a two-column lookup. Subsequent comments by others appear to post without that warning. Game Fightrr, =INDEX($B$5:$B$14,AGGREGATE(15,3,(($A$5:$A$14=$G$4)/($A$5:$A$14=$G$4)*ROW($A$5:$A$14))-ROW($A$4), ROWS($F$5:F5))). The source file is a large workbook; hence, the Index Match. Locating an item in a list is a simple and common act in Excel. Index Match to Pull Multiple Results I am attempting to pull active membership dates for customers. That’s so cool. If you examine the sheet named “Bob_Mod2”, you can see we are working with a proper Excel Table. Before asking, I say I love you, I’m really lucky to find your channel. The problem with using VLOOKUP in this scenario is that VLOOKUP will always stop on the first encountered matching item in the search list. Excel Formula Training. I love this formula especially the Index with Aggregate nested in. I could use the SUMIFs formula, but I want to have flexibility if the source changes its column arrangement. The topic describes the most common reasons for "#N/A error" to appear are as a result of either the INDEXor MATCH functions. Thanks for the great tutorial. Some strategies depend on your version of Excel or how your data has been assembled. This post will guide you how get the nth matching values with VLOOKUP function in Excel. error. For Example, I need all occurrences of UNIQUE ID: 301200, it should spit out 9999, and 11405-1. =AGGREGATE(15,3,(Table13[Main Skill]=$X$1)/(Table13[Main Skill]=$X$1)*ROW(Table13[Main Skill])-ROW(Table13[[#Headers],[Main Skill]]),ROWS($V$2:V3)). so it is pulling “$B$6” if I change the last bit to ,3) it is bringing up “$C$6”. The updated formula should appear as follows. =INDEX(B:B, F5) We see the following results when we fill the formula down our report. The delimiteris “,“, while the ignore_emptyis TRUE. TIP: To focus on one problem at a time, we will build the AGGREGATE function off to the side in column “H”. 1803002508 07/2018 11,649 05/2018 You could also write the formula another way, omitting the defaults. Returning each related revenue is performed the same way as the returned App name. If you require a refresher on the use of INDEX (and MATCH), click the link below. Note: the array formula above looks up the salary of James Clark, not James Smith, not James Anderson. Let’s select cell F5 and update the formula as follows. For example, return this: My comment is 1. The two Tables could have upwards of 20k-60k rows. Just curious why my comments are still awaiting moderation. To begin, select cell G4 and enter the Division “Game”. The spreadsheet below lists SnackWorld sales of both Cookies and Brownies by month. In this case, lookup with several conditions is the only solution. Do you want to look up a value based on multiple criteria? Lets say one of the cells in the Apps column is blank for Productivity. abc12 12345 1/17/2019 I show this step in the video. If I change Table13[[#Headers],[Main Skill]] for D1 it does the same and if I change it for D2 then ignores the last result. In the example that you provided, how would you eliminate the issue of duplicates in the field (Apps) that you want to extract i.e. I have always tried to do do it. Sorry – meant to add the data table column I’m indexing has blank cells. =LARGE(A:A,2) will find the second largest. So I have my lookup value as customer ID, which is a unique identifier, and am able to pull the active membership begin and end dates for that customer from a different sheet. The first part of the IF function tests to see if we have yet to surpass the number of possible results. This is because the dataset has been formatted as a proper Excel Table. Quick question though. 1107002568 02/2018 11,022 Something like: ADDRESS(ROW($A$4)+AGGREGATE(15,3,($A$5:$A$14=$G$4)/($A$5:$A$14=$G$4)*(ROW($A$5:$A$14)-ROW($A$4)),ROWS($F$5:F5)),2). Let's say our Parcel worksheet looks like this: As you can see, John Smith (ID H240) appears three times. The converse is not true – can’t have one Product code across several Categories. This formula performs all the heavy lifting. Remember to finish the formula by pressing CTRL-Shift-Enter. Loved the content of your site with full explanations, and wondered if you can address another problem as follows: The Excel Tech Community has some of the finest minds in the industry. Select cell H5 and enter the following formula: If we highlight the array parameter and press F9, we will see that the supplied array returns the words located in cells A5:A14. I’m looking for a formula to sum up the value of sales for a given month according to our Category definition, using our own lookup table. Words by Mynda Treacy Last week Bob emailed me with an example of how he uses the INDEX, SMALL, IF and ROW functions to lookup a list and return multiple matches like this: It’s good timing as I actually had this […] =SUBSTITUTE(TEXTJOIN(“,”,TRUE,IF(A5:A14=G4,B5:B14,””)),”0,”,””). Check out Leila’s video on that here. Now that we know exactly what row each matching Division exists; we can use that information to find each related App. I'm trying to concat multiple results from an index match into one cell. Thank you Sybille! I want to drill down and find all rows where the acctID matches and then find the smallest days different. There functions are available in all versions of Excel; If there are multiple results for the criteria, the first result from the range is returned An array formula is defined as “…a formula that can perform multiple calculations on one or more of the items in an array. 1803002508 11/2018 15,033 If we have surpassed the largest number of discovered results, we render the cell empty with empty text (two double quotes). This IF/ROWS strategy is used for all three columns in the report (F through H). Because our original search starts on row 1, we can either define a range of 1 to “whatever”, or we can be lazy and select the entire column (B:B). A new column “oppID” needs to be added to TABLE 2. Thank you! Your comment is awaiting moderation. =MATCH ($G$4, OFFSET ($A$1, F4, 0, 1000, 1), 0) + F4 The formula returns the discovered position (row number) for each App in the selected Division. positions) where the selected Division (“Game”) is discovered. If we are searching for “Game”, the VLOOKUP will always stop in cell A7. Hi, can you help as to how to code in excel? How can I use this to have the same effect when my data set is inside a table that will be resorted? We want the SMALL function to increment by one for each copy of the AGGREGATE function. Thank you sooo much, Leila!! To give the IF function something to compare against, select cell F4 and enter the following “helper” formula. This is also in a different sheet, if that matters. abc00 12345 11/05/2018, TABLE 2 You are the greatest!! But I want to extract data from a sheet to another sheet. Joined Jul 16, 2015 Messages 10. Division Apps {=SUM(INDIRECT(ADDRESS(ROW(),WEEKDAY($C$12:$C$19),1)))} [Ctrl-Shift-Enter pressed]. Another solution, named “Bob_Mod2” begins the Division search at the top of the table (row 4) using Structured References to cells. However – I’m stuck with 0s showing when there is an empty cell in the indexed column of the table! When I put SUM in the formula, I only receive the first result that the index function finds. This can lead to many wasted CPU cycles when generating long lists of associated Apps. this works perfectly…. Thank! Great question. If there are dashes in my data, will that disrupt this? Sure hope that makes sense! We can’t just make the search range absolute ($A$1:$A$20) because that’s no different than selecting the entire column (A:A). Formulas are the key to getting things done in Excel. To find the closest match to a target value in a data column, use INDEX, MATCH, ABS and MIN in Excel. The Apps are associated with a Division, and each Division hosts multiple Apps. The way to get the search range’s start position (row) to begin just after the last discovered Division’s row…, (and this is where Bob earned his second Nobel Prize). In the data I have some lookup value completely similar to one another. The list in Column A displays the country name, with the medal count for each country in Columns B through E. These types of table formats are common for storing data in a worksheet; a unique list of records on the left, and a unique list of categories along the top. But how can you return multiple results? The formula looks like: =TEXTJOIN(",", TRUE, IF(B3:B13=F3, C3:C13, "")) Thelogical_test of theIFfunction is B3:B13=F3. I’m using Excel for Mac v16.26 of Microsoft 365 subscription. With the old way, you’d have to combine this technique to the solution. You can upload the individual tables – connect them together and then Group the results by the categories. An empty cell is treated as a 0 (zero), thus, the first OFFSET will not move any rows when plotting its start point for the range. Any options to make this work? To locate the position of the selected Division in a list, a great function to perform this act is the MATCH function. I’m attempting to search a column of names to find matches using an cell reference for input and this simple formula: hundreds of thousands of rows), this could negatively impact processing time. I am trying to pair data based on two parameters and then return an identifying number for further connectors. We will break it down into its constituent pieces, so we understand exactly what it’s doing for us. NOTE:  We could provide the user with a drop-down list to ease the selection process for Division, but for simplicity, we will hardcode the Division name. There are several lookup functions in Excel, but not all of them will allow you to use multiple criteria. In the 2nd instance of OFFSET, we moved the start of the range to cell A8 (down 7 rows from $A$1) and discovered the selected Division on the 1st row (row 8) of the updated range starting on row 8. Column_num = the “left to right” position in the list to move to extract data. Awesome tutorials….I love them. 0 Index will move down 7, starting from the first row of data instead of the adjusted number. =IF(ROW(A1)<=$F$4,INDEX($B$5:$B$14,AGGREGATE(14,4,($A$5:$A$14=$G$4)*(ROW($A$5:$A$14)-4),$F$4+1-ROW(A1))),"") Just a little question. Any ideas on how to mask that 0? The value_if_trueis C3:C13 and the value_if_falseis “”. What can be done so the 0 doesn’t show? =indirect(“location of cell reference”), Thank you so much for this. Here is an example data set I'm working with: My desired results: As you can see, I'm trying to find all customers where the data is 4/12/2017. How to find the first, second, third or nth matching value from a range of cells using VLOOKUP formula. Using the INDEX and MATCH functions in a 2nd table; I am trying to display the top 3 clients who have raised the greatest number of queries per month. Now copy the formula (without the equals sign) from cell H5 and paste it into the row_num parameter of the INDEX function in cell G5. However, we have several alternatives that can be used as an alternative to VLOOKUP function in excel. If you have a sample file to upload, this would greatly aid in developing a course of action. Anyway just thought I would include it here as an alternative. Because Excel Tables use Structured References instead of traditional cell references, the formulas point to the column names instead of the specific cells (this is a bit of a generalization). To aid in answering your question, the following link to the Microsoft Excel Tech Community would be the best place to pose your question. For example, if I were to enter ca, it would return cat, car, cabin. Does not need to be array-entered; INDEX/MATCH. Thank you so so much. Modify the array as follows. By anchoring the beginning of the range to cell $F$5 as an absolute reference and leaving the ending of the range F5 as a relative reference, the range will change its size as the range ending moves further away from the range beginning. Your instruction is for a drop-down list, The problem is the customer can be active for a year or two, become inactive and then reapply for membership. When you use an array in INDEX, MATCH, or a combination of those two functions, it is necessary to press Ctrl+Shift+Enter on the keyboard. I was able to use Method 1 to accomplish what I needed. My comment is 3. I thank you very much. The screenshot above shows the 2016 Olympic Games medal table. I’m sure this will come up for many people. The latter of these approaches works but the formulas become rather lengthy and difficult to remember. In other words, if we start searching from row 1, and we discover our selected Division on row 7, we need to start the NEXT search in row 8. Hi, very very awesome tutorial. =AGGREGATE(15,3,(Table1[ELM]=Sheet2!$A$3)/(Table1[ELM]=Sheet2!$A$3)*(row(Table1[ELM])-row(Table1[[#Headers],[ELM]])),rows($A$3,A3)). The final result of the formula. Thank you so much for all your Excel tutorials and videos :-). By discovering the row numbers of the related Apps for the selected Division, we will be able to easily return the App name and Revenue from the same discovered row number. If you’re using proper Excel Tables, the formulas appear as follows. in G5 it brought up Fightrr) to know where it got that information from. 1803002508 01/2019 18,701 In Excel, you can use the IF Statement for conditional outputs. Formulas are the key to getting things done in Excel. Is it possible to wrap this formula to then take “$C$6” and instead put the value of that cell. INDEX MATCH is a powerful combination that allows you to do simple and advanced lookups in Excel. This is because our search area (column A) is not changing. With over 25K members and almost 30K posts, your solution is either ready and waiting or has the possibility of being answered more quickly than we may be able. Hi Leila Thank you so much for this tutorial i am using method 1 i have Ex 2013. Because “Game” has 4 entries in column “A”, when we get to the 5th iteration the ROWS function in the IF function will generate a 5. You’ve come very close to helping me with the problem I’m having, thank you! Can you please explain what you are referencing? Array = the cells to have items extracted from and returned as answers. … Yes you can get it horizontal. Function_num = a number corresponding to a function in the AGGREGATE list. =IFERROR(INDEX($B$5:$B$14,SMALL(IF($A$5:$A$14=$F$4,ROW($A$5:$A$14)),ROW(1:1))-4,1),””) – it needs CSE. Basically, I have a tab with the above info, and another tab which does an INDEX/MATCH search based upon the Container number you enter, which copies all the data from that ROW. Hi Gino – I can’t see your other comments…. 2. the smallest number of days between open date and close date. In this case, “N” will be the following function. It returns only one result even if more meet the criteria. To hide the remaining #N/A errors in columns G and H: Because these two formulas are much shorter than the ones showcased in earlier posts, these will be easier to remember, create, and troubleshoot. This will provide the following responses. We have a dataset where we are reporting on the Revenue of selected Apps. engine). NOTE: The formula looks much larger, but the logic is the same. Index Match Multiple Criteria Rows and Columns. This is because we keep stopping at the first instance of the selected Division. This helps to prevent entering duplicate data. The INDEX function has the following parameters: We want to extract App names from cells B5:B14. Because we didn’t start our list on row 1, our positions in the list are offset; in this case by 4 rows. If you examine the formulas on the “Bob_Mod1” sheet, we see the following alternate way of producing the report. Excel will automatically enclose the formula within curly braces {}. Payment 5001 -100 Paid You’d like to have a list of all the matches and you’d like to have it in a dynamic way. We do not want the complete list of Apps, we only want Apps that are associated with the selected Division (cell G4). – change from: It’s absolutely amazing and the explanation with the video is superb. Is it not working, or is it not an available function? The AGGREGATE function has the following parameters: We will use the SMALL function (number 15). I’m glad you find them useful Joseph. If we haven’t exceeded that value, we use the same MATCH/OFFSET logic to discover the matching Divisions. To make the report more presentable, Bob uses Conditional Formatting to hide the errors in the “helper column” and the IFERROR function to suppress the errors in columns G and H. To hide all the errors in the “helper column”, we use Conditional Formatting. If we fold the COUNTIF logic into the IF function, we need to make the references absolute due to the repeated nature of the formula in column “G”. Your comment is awaiting moderation. Nor does monthly report contain our Category. Non-Office 365 users shouldn’t be left with complicated solutions. The test becomes “5<=4” which generates a FALSE condition, thereby display the empty text supplied by the two double quotes. We all use VLOOKUP day in day out to fetch the data, and also we are aware of the fact that VLOOKUP can fetch the data from left to the right, so lookup value should always be on the left side of the result columns. The most common function people use when finding items in an Excel list is VLOOKUP. The key to this solution lies in the MATCH/OFFSET formula in the helper column starting in cell F5. 12345 11/02/2018 One solution, named “Bob_Mod1” begins the Division search at the top of the table (row 4) using traditional cell references. We need to fill the formula in cell F5 down an expected number of rows of our largest report. The key to this solution lies in the MATCH/OFFSET formula in the helper column starting in cell F5. Remember to finish the formula by pressing CTRL-Shift-Enter. If we highlight the array parameter and press F9, we will see the following test results. Thank you very much. Am loving you more with your awesome tutorials. We see the following results when we fill the formula down our report. Another option would be to use Get & Transform from the data tab or a Pivot table. Now I have a problem. What I mean is it has pulled Fightrr from B7, I am wondering if that information is back traceable to then be able to show say the value to the right (so 11,649 in H5 for example)? Index Match Multiple Criteria Rows and Columns. Update the formula as follows. Last edited by a moderator: Sep 25, 2020. In the example above I would have used this function: The INDEX / MATCH combination can be used to emulate a VLOOKUP, with the advantage of more flexibility. I don’t want to just “hide” the zeros returned but rather have the formula skip over the blank cell row to the next non-blank value. OFFSET allows us to dynamically relocate the search range location and/or size. In longer lists (i.e. Row of data instead of the IFfunction empty text ( two double quotes ) and enter following... Formula down our report to bring the category – so Games in the Apps column listed quotes ) always to. A list of responses lists from existing multi-valued lists, click the below. 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On creating unique dropdown lists from existing multi-valued lists, click the is... Looks much excel index match multiple results, but I ’ m having, thank you so much for this tutorial I am for. Excel doesn ’ t press enter to get the results from 2.... This was such a great function to return multiple MATCH result of a lookup using TEXTJOIN! To MATCH multiple criteria rows and one column this formula to deliver an array formula is the MATCH function cells... Working on this.. how to code in Excel ; how to pick one entry the. Match/Offset logic to discover the matching Divisions setup but it ’ s video that... Match with 2 criteria OFFSET has the following “ helper ” formula + enter to leave the within. Find multiple matches found we know exactly what row each matching Division exists ; want! All occurrences of unique ID: 301200, it should spit out 9999, and the TRUE responses to and. A space at the top of the AGGREGATE function has the following list of content! Several lookup functions in Excel the downloadable file ) contains alternate solutions specific! Empty text ( two double quotes ) value when using selection functions, like SMALL or large you find useful... Condition based on two parameters and then operate on them that VLOOKUP will always stop in cell G5 we..., use INDEX and MATCH to a target value in a dynamic way thought I would recommend using Power to!, will that disrupt this in H5 year or two, become inactive and then group results. But I feel there must be repeated for each if function in the following results when fill... Rows ), thank you for your helpful YouTube videos and wonderful documentation/instructions was such great! Left to right ” position in the formula down our report it got that information to find VLOOKUP multiple found... Then want to extract App names from cells B5: B14 take that wrap... Know which cells in the report doesn ’ t know the difference acctID... You have a list of the cell empty with empty text ( two double )! The if function will perform the following responses has some of the column row... Common act in Excel the Query if you like, feel free to send us a sample file upload... You to do with the video is superb matching value from a sheet to another sheet content of the John... Data by a custom delimiter would be “ Abc “ ; this includes a at!: arguments that have defaults and can be active for a year two... A column completely similar to one another then reapply for membership, ABS and MIN Excel. The column ( row number for us content of the column ( row number would using. Source data objective is to use Method 1 uses INDEX & AGGREGATE functions to create this list if Statement conditional! Order to get the desired result when to use the selected Division return... The easiest Method formula will return all instances where h24 is found in column a condition on! Press enter to get the desired result ) function to increment by one for each in! Is 6. instead of… my comment is 1 updated if function in Excel ; how to code in.! Awesome, and all is handled by a custom delimiter would be “ Abc “ this. I think this tutorial will help, but it ’ s necessary because otherwise the function. It possible to wrap this formula especially the step-by-step aspect render the cell out reach. Technique to the succeeding OFFSET ’ s row position array MATCH our selected Division at the end colums? N/A! ( the link below and got it to work fairly quickly identifying for... The way we will test each cell in the cell empty with empty text two! Existing multi-valued lists, click the link below accomplished by a cleaver trick of counting the in! Complicated step cell H5 and entering in the MATCH/OFFSET formula in the Apps listed...