comparing two data sets for similarity in excel

xxx = the cell value that you are looking for. Step-2: Click on 'Select Data' from the drop-down menu: Step-3: Click on the 'Switch/Row Column' button: Step-4: Click on the 'OK' button. In the list of options, select Chart Title by ticking it, and you can see . The matching numbers will be put next to the first column, as illustrated here: A. How to Compare Two Columns in Excel (using VLOOKUP & IF ... Active 3 years ago. For any one working in an analytical role, Comparing two data sets will be a day to day activity. Click the Insert tab and then click Table in the Tables group. Today I will focus on the left side of the diagram and talk about statistical tests for comparing two sets of data. Using MS Excel, we can match two sets of data and verify whether there is any common value in both sets or not. In set theory it is often helpful to see a visualization of the formula: We can see that the Jaccard similarity divides the size of the intersection by the size of the union of the sample sets. Compare two Excel files for differences. Step 2: Click on Fuzzy Lookup button to get a toolbar on the right like shown above. In the Student Majors table, double-click the Major field to add it to the grid.. Clear the check box in the Show row of the Major column in the query design grid.. Working on the data of example #1, we want to compare the two excel columns B and C with the help of the EXACT function EXACT Function The exact function is a logical function in excel used to compare two strings or data with each other, and it gives us the result whether the both data are an exact match or not. Using the above techniques of comparing two lists in excel depends on the data structure. If you'd like to isolate cells in a Microsoft Excel data sheet based on criteria that has a partial cell match, this can be done through the use of a MATCH function.When applied, the MATCH function searches for items in a range of cells based on any given criteria. VLOOKUP is the often-used formula to match values. When comparing two columns in a worksheet, you'll be outputting your results onto a blank column. Even Excel has its limitations. Make sure you are starting on the same row as the two columns you're comparing. Viewed 2k times 0 I am trying to compare to sets of data that are very similar. Comparing data for similar trends. These correspond to measurements on the same thing being studied. Row by row matching is not the best suited if the data is not organized. In 1920, Sir Ronald A. Fisher invented a statistical way to compare data sets. Whether that is to prove changes made are not impacting . First off, the 3 types of t-tests are: » Unpaired (or independent samples) t-test: This is the most common form oft-test. Compare two sets of data. But if you want to compare multiple columns in excel for the same row then see the example. Step 1: Click on the Tab Fuzzy Lookup. (You could set the gallery's arrow icon's OnSelect) ClearCollect (skillset2,Filter (skillset,'name id'=Gallery_resources.Selected.id)) . Thankfully, there are some cool features in Excel that allow you to open and easily compare two Excel files. In the first method, the common cells in the criteria column will be highlighted and in the second method will display only the repetitions of the given criteria. The main issue is that it's two lists that are each easily over 16,000 rows, so I'd much rather have 100 exceptions to fix rather than have to go and compare the two lists manually. So, your first step is to convert each data set to a Table and name it as follows: Click anywhere inside the data set. Steps: 1. 3. So, what happens if you have over one million rows (1,048,576 to be exact) of data? . Click on the link to open the spreadsheet. Put Customer in the Row Labels, Source in Column Labels, and Amount in the Values area. Excel Fuzzy Lookup Add-In is used to match similar, but not exactly matching data. Comparison of Two Data Sets using Python. Next, select the range A1:A18. Summary: Trying to find the best method summarize the similarity between two aligned data sets of data using a single value.. Comparison of two tables in Excel for finding matches in columns. I have two data sets e,g (May file and June file) which includes actuals and forecast figures which are updated on a monthly basis. Click Find_Matches, and then click Run. The administrator (let's call him Guy) then generated an Excel report out of his company's accounts system. If the columns match, I need to return a numeric value from one spreadsheet to the other. The two tables you have created need to be converted into Tables in the Excel format. . Compare two columns for matches or differences in the same row. The example in the picture is a standard line chart. #3 - Compare Using the EXACT Formula. Finally, click the big red Start button on the ribbon and proceed to examining the . Zero ' 0' means a perfect match, and the sample code we give below highlights the cell if the result is NOT equal to 0. Click New Rule. This wikiHow teaches how to compare different sets of data in Excel, from two columns in the same spreadsheet to two different Excel files. 2. As an output, Fuzzy Lookup returns a table of matched similar data in the chosen column. Here only the wrong class case is returned, and df_missing, df_extra, df_order are considered matching when compared to df.That is because compare_df_cols() won't be affected by order of columns, and it use either of dplyr::bind_rows() or rbind() to decide mathcing.bind_rows() are looser in the sense that columns missing from a data frame would be considered a matching (i.e, select() on a . Compare 2 Lists in Excel — MATCH, VLOOKUP, or Power Query? Correlation is the amount of similarity between two sets of data. 1. To perform a t-test your data needs to be continuous, have a normal distribution (or nearly normal) and the variance of the two sets of data needs to be the same (check out last week's post to understand these terms better). vLookup can pull email addresses from Spreadsheet 2 into Spreadsheet 1 by matching CampusID 555123123 in both . I have used some sample data from an investigation on the effect of two fertilisers on potato growth. In this tutorial, we will show you how to compare revenue figures for two different years using a line graph. However, adding two series under the same graph makes it automatically look like a comparison since each series values have a separate bar/column associated with it. Hi @wagnerfraga , Since the two conditions are used to filter two tables, you can't just combine them directly. In Excel, you can apply the New Window utility to compare two sheets in the same workbook. =IF (AND (A2=B2, A2=C2),"Full Match", "") Here we have compared data of column A, column B, and column C. After this, I have applied the above formula in column D and get . I performed a Z test comparing the two correlation coefficients obtained from the 2 sets of data. Step 2: Now click on Insert Tab from the top of the Excel window and then select Insert Line or Area Chart. The T test : This tutorial will take you through the steps needed to use Excel to compare two sets of measured data. By applying this function you will be able to find out the exact match between two strings of data. But merging can only be done on two tables at a time. Merging the two queries. Then grab another one and query the database and connect it to the R input connector of the Join. We have given the procedure to compare two columns in excel for the same row above. Let us discuss one by one, both the methods. The coefficient of correlation R ranges between -1 and 1, with 0 showing no correlation, 1 showing perfect correlation and -1 being perfect anti-correlation. But comparing two data sets can be a little more difficult. I am a new learner for VBA and Macro. Comparison is the process when the data items of one side are checked against another data item to see whether they are the same . Video Guide Instructions Firstly you will need… VBA has a built in function called StrComp, which can compare two separate strings. I would like to compare the the two data sets in Power BI to be able to analyse it, for example show YOU and be able to visualise it. A frequent task in business is to compare two lists of data. Using Only COUNTIF. In Query Editor, choose to merge the two tables of data: This option on the HOME tab of the ribbon will allow you to compare the two sets of data. I have two sheets where I am comparing four columns for a match. In general, most data in biology tends to be unpaired. Enter the formula in some other column in the same row, and then copy it down to other cells by dragging the fill handle (a small square in the bottom-right corner of . Excel will compare the "lookup value" against the three columns and display the cell value in the fourth column, if the match is found. Select 2 workbooks to compare: Select sheets to compare. If you want to compare two strings and highlight the similarities or differences between them. From the pop-down menu select the first "2-D Line". Sometimes, 2 sheets that you want to compare reside in the same workbook. How to Calculate Jaccard Similarity in Python. Open each sheet you plan to use and confirm that the data types you want to consolidate in Excel match. I have done a bridge relation and used M:M relationship on PowerBI but I am still not getting the result I want. 2. I have two data sets. Enter the Fuzzy Lookup Add-In for Excel. Comparing Two Data Sets [Editor's Note: This article has been updated since its original publication to reflect a more recent version of the software interface.] Python3. I do have a tough question which I have not been able to find answered on the site. It will allow you to compare two sets of data. In the Arrange Windows dialog box, select Vertical and then click OK. Related: 6 Sales Forecasting Methods To Help Predict Future Sales. How to show two sets of data on one graph in Excel. This helps to identify unique values in 2 columns A and B , but it fails if suppose there are 2 similar values in Column A and that value doesn't exits in Column B, it should highlight it because it is a mismatch in Column A and Column B but it doesn't do that. Here is an example of the data: Dataset 1 . How to Compare two Columns in Excel. It will allow you to compare two sets of data. How to Calculate Jaccard Similarity in Python. You may need to identify items that are the same, different, or missing from these columns. This function is a logical function, so . This has been a guide to compare two lists in excel. How to compare two means using Excel : Entering the data. Compare Data in Different Workbooks. For this, select the first table and press Ctrl + T on your keyboard. As shown here, you will have a comparison of the two lists. Comparing two Excel files (or comparing two sheets in the same file) can be tricky as an Excel workbook only shows one sheet at a time. Select 'Use a formula to determine which cells to format'. To do this, select File > Options > Customize Ribbon, and then select the Developer tab in the customization box on the right-side. We have two tables of orders copied into one worksheet. The function looks like -. However, when comparing regression models in which the dependent variables were transformed in different ways (e.g., differenced in one case and undifferenced in another, or logged in one case and unlogged in another), or which used different sets of observations as the estimation period, R-squared is not a reliable guide to model quality. Comparison is the process when the data items of one side are checked against another data item to see whether they are the same . 1. The cosine similarity is advantageous because even if the two similar documents are far apart by the Euclidean distance (due to the size of the document), chances are they may still be oriented closer together. In the Criteria row of the Major column, type MATH.. On the Design tab, in the Results group, click Run.. This becomes more difficult and error-prone when you have a lot of data that needs to be compared. When you are working in Excel, text differences within a cell can often be troublesome, that's why it is important to identify and remove varying information. Excel merges the lists. Below is an example of the data set . Compare two sheets in same workbook. However, this only concludes that the linearity of the two data sets are extremely similar (Z . Click on Design under the Chart tools section on the top, then click on the "Change Chart Type" button. When found, the function will direct you to any cells that fit the criteria given. The data I am comparing includes , a date (mm/dd/ccyy), two number fields and a 12 byte mixed alpha/numeric . But if you want to compare multiple columns in excel for the same row then see the example. To compare two columns in Excel row-by-row, write a usual IF formula that compares the first two cells. Click the Insert tab and then click Table in the Tables group. If the worksheets are in two different workbooks, follow these steps: Arrange the workbooks on your screen so they can both be seen. Create a pivot table. So an example might look something like this with N=5: Step 3: let us do our main operation - compare. This wikiHow teaches how to compare different sets of data in Excel, from two columns in the same spreadsheet to two different Excel files. The chart. Below are steps you can use to help add two sets of data to a graph in . You use Power Pivots. The VLOOKUP function in Excel works with four variables that you use to check the values in one column for similar values in another column. Open your Excel file, go to the View tab > Window group, and click the New Window button. Compare two strings for similarity or highlight differences with VBA code. Press Alt + F11 keys simultaneously to open the Microsoft Visual Basic for Applications window. Then go to the task bar to display the new window of the current workbook. Here we have performed two operations, firstly to align the differences of the changes in the columns, for which the align_axis by default is set to 1 and table will be with columns drawn alternately from self and other. In the . Re: Formula to compare two sets of similar data on two sheets They should be exactly identical with very few exceptions. =IF (AND (A2=B2, A2=C2),"Full Match", "") Here we have compared data of column A, column B, and column C. After this, I have applied the above formula in column D and get . Now, let's see the content of the second_DataFrame. Comparing two lists is easy enough and we have looked now at several ways to do this. In Excel, a chart also referred to as a graph is used to graphically display data which can make it easier for the user to analyse and interpret. =VLOOKUP (xxx, yyy, zzz, FALSE) The different variables are -. The first data set is in worksheet: List 1, see image above. The column chart will now look like the one below: Recommended Articles. I suggest you save the filtered data of skillset as a collection. Comparing table columns in Excel is a common task. My question is best explained with a diagram. If you are looking for records that exist only in one out of two tables then read this article: Filter records occurring in only one table. 1. This article demonstrates how to quickly compare two data sets in Excel using a formula and Excel defined Tables.The formula will return TRUE if a record is found in the other data set and FALSE if not.. Compare two tables by using a field as a . Below is an example that shows how data from two tables are compared in Excel. In our example, we explain how you can use the Exact function to compare two product . Select the data and insert a chart. We have two tables of data, each containing the same column headers. To figure out the difference, you have to compare the data items of both lists. Sample: The output I want is to show years on the horizontal axis and having a country represented in a stacked column that piles up monthly data on the side of the column of the other country (like the chart made using Google Charts as explained in the the . First off, the 3 types of t-tests are: » Unpaired (or independent samples) t-test: This is the most common form oft-test. Learn how to create a single scatter plot to compare two data sets in Excel 2016. It is often desirable to be able to compare two sets of reliability or life data in order to determine which of the data sets has a more favorable life distribution. This will open the same Excel file in a different window. I need to compare the 2 and find any variances. This tool only performs a one-tail test, and so the p-value (0.1393) needs to be doubled to get 0.279, which is the same value we calculated in Figure 1. If both sets of numeric data are already formatted in a similar way, such as prices always formatted as $1.00, you can use the Excel consolidate feature (under the 'Data' dropdown menu). We can also use Excel's F-Test Two-Sample for Variances data analysis tool: Figure 2 - Comparing variances using Excel's data analysis tool. Fisher called his method the analysis of variance, which was later dubbed an ANOVA.This method eventually evolved into Six Sigma data set comparisons.. The example data The two data sets shown in . On the Ribbon's View tab, click the Arrange All button in the Windows group. 04-09-2018 12:28 PM. Answer (1 of 5): You can graph two sets of data by changing the chart type of the graph. Hi, I have another question about "Compare Two Columns and Highlight Mismatched Data". The t-test comes in both paired and unpaired varieties. There are two ways to compare two dataset in excel using Countif formula: Using COUNTIF with Conditional Formating. R-squared -- ranging between 0 and 1 -- is often used . Follow the below steps to implement the same: Step 1: Insert the data in the cells. The second data set is in worksheet: List 2, see image below. Predicting data trends with multiple indicators. comparing two data sets for similarity in python. B. This function returns an integer based on the result of the comparison. Now, with this process you can only compare two columns of data at a time, but once you've compared the first set of columns, the rest is quite easy. Each point in each data set has an associated error, which can be assumed to be Gaussian standard deviation. You need to compare the data of the two tables in Excel and check which positions are in the first table but not in the second one. Have a master customer, product, mailing list etc and need to compare it . The query runs, and then displays math grades only for math majors. I'm fairly new to Power BI, so in addition to solving my exact question I wouldn't mind being pointed to examples of similar problems. 2. You can use this add-in to cleanup difficult problems like weeding out ("fuzzy match") duplicate rows within a single table where the duplicates *are* duplicates but don't match exactly or to "fuzzy join" similar rows between two different tables. For example, we want to add a column for email address but that data exists on a separate spreadsheet. When combining tables, manipulating large datasets over one million rows, or selecting data from multiple sources, Excel will struggle. Step 10: Select the chart area and click on the + button that pop-up at its right once you click the same. Cosine similarity is for comparing two real-valued vectors, but Jaccard similarity is for comparing two binary vectors (sets). Sub highlightDiffs() ' ' highlightDiffs Macro ' Dim cell1 As Range, cell2 As Range, i As Long Dim j As Long, k As Long, length As Long, word1 As Double, word2 As . . I have 2 very large spreadsheets (both >140mb) and each contains 8 tabs with many rows and columns in each. For the previous articles, see How to use Excel's conditional formatting to compare lists and How to use Excel formulas to compare multi-column lists. If you need to go deeper or are looking at a really large data set, there are a bunch of special tools that help you compare not only xls files, but also files in csv and other popular formats. This function is often used instead of VLOOKUP, when we want to compare two columns which have very similar data, but not exactly the same. PowerBI - Comparing two similar sets of data (Many to Many) Ask Question Asked 3 years ago. Choose the first table, and select all of the columns you want to match by: Use the CTRL key to choose columns which should be the same in both tables. It was named for Fisher. I also show how to find the line of best fit, and the correlation coeffici. Keeping email files small for ease of use. Then try them to join by account number and you'll get all results in three ways: - From the L output connector: All records from the L input dataset (the Excel file) that doen't exist on your DB Query. I tried to edit this code to compare two set of data by numbers instead of by letters/word. Excel's vLookup formula pulls data from one spreadsheet into another by matching on a unique identifier located in both spreadsheets. Step 3: Now you need to feed tables in the toolbar on the right. Top of Page. StrComp function gets 3 arguments. Each should have the same rows (easy) and each should have the same values in each column. The graphs below show two different data sets, each with values labeled nf and nr.The points along the x-axis represent where measurements were taken, and the values on the y-axis are the resulting measured value. Please help. After insertion, select the rows and columns by dragging the cursor. Type Orders next to all of the List 2 records. Today I will focus on the left side of the diagram and talk about statistical tests for comparing two sets of data. Performing data analysis. First, select the range A1:A18 and name it firstList, select the range B1:B20 and name it secondList. For example, if the two columns you want to compare start on A2 and B2, highlight C2. Excel Compare Columns with VLOOKUP. Thanks for your help Select one of the following comparison options: Choose the content types to be compared (optional). To view them side by side, perform the following steps. Compare two columns using VLOOKUP Step 1: There are a few rules so we checked these first. Hi. It can be frustrating to have Excel quit unexpectedly or run extremely slowly or time out and need a forced shutdown! To do that, follow the steps below: Step-1: Right-click on the column chart whose row and column you want to change. In Power Query, table columns are lists and you can compare these lists using table merges. Could you please enlighten me on the easiest/best option to do this? Basically, I have two tables about 2 countries with monthly data per different years. Also know, can I compare two Excel spreadsheets for differences? Enable the workbook you want to compare two sheets within, and then click View > New Window. 4. So, your first step is to convert each data set to a Table and name it as follows: Click anywhere inside the data set. How to compare 2 data sets in Excel. On the Home tab, in the Styles group, click Conditional Formatting. Somewhere gone wrong and I am stuck! Let us look at an example. In the . Select Design, Grand Totals, On for Columns Only. The duplicate numbers are displayed in column B. How to Measure R2 of Two Lines in Excel. Each of the two data sets has N number of points. Add a Source column combining the lists. Excel does calculations but is useful in various ways like the comparison of data, data entry, analysis, visualization, etc. To start, we'll highlight the two description columns, which are columns B & K: Then I'll use my keyboard to enter the following keystrokes: F5 > Alt + S > Alt + W. This series will do the following: Button in the chosen column and need a forced shutdown ( xxx, yyy, zzz, )... 10: select the first two cells each of the Excel format, yyy, zzz, FALSE the... The Design tab, in the Excel format Methods to Help add two sets of,!: M relationship on PowerBI but I am trying to compare two separate strings workbooks to compare two sheets,... A frequent task in business is to compare the 2 and find any variances for Applications window optional.... The result I want in this tutorial will take you through the steps to. And need a forced shutdown feed tables in the Styles group, click Run the tab. On PowerBI but I am comparing includes, a date ( mm/dd/ccyy ), two number fields and 12... It will allow you to compare two lists > Analysing large datasets one. 3 ways to do this keys simultaneously to open the same not organized if the two in... ), two number fields and a 12 byte mixed alpha/numeric spreadsheet 2 spreadsheet... Matches or differences in the row Labels, Source in column Labels, Source in column Labels, in. Data set comparisons measurements on the right these columns match, I need to feed tables in the chosen.. Be converted into tables in the chosen column on for columns only using Top Methods! Easy ) and each should have the same values in each data set is in worksheet: 1! Tables in the Windows group and a 12 byte mixed alpha/numeric when have... In the tables group can compare two sheets where I am trying to compare to sets of data to graph... Sometimes, 2 sheets that you want to compare two columns for matches or differences between them < href=. Put customer in the chosen column features in Excel - wikiHow < /a > 1 can compare two lists Excel! Sample data from two tables of data, each containing the same tables have... Tables in the tables group window group, and amount in the picture is a standard chart... Have the same row then see the example data the two data sets will be a more. That you want to add a column for email address but that data exists a... The task bar to display the New window button the T test: this tutorial, we want compare... Into tables in the tables group FALSE ) the different variables are - the left of. Two sheets within, and then select Insert line or area chart being studied will open Microsoft! 6 Methods ) < /a > example 1 set of data, each containing same. Area chart an associated error, which can be assumed to be unpaired process...: //www.wallstreetmojo.com/compare-two-lists-in-excel/ '' > 3 ways to do this one spreadsheet to first... Forced shutdown multiple sources, Excel will struggle insertion, select the first,! + T on your keyboard quot ; two separate strings the data of. By matching CampusID 555123123 in both paired and unpaired varieties that needs to compared! ) the different variables are - two separate strings column, as illustrated here a. The View tab & gt ; window group, click the Arrange button. The current workbook visualization, etc image above output, Fuzzy Lookup button to get a on... Area chart into one worksheet tables are compared in Excel does calculations but is useful in various ways the! Column headers optional ).. on the right like shown above when the types. Tables you have a comparison of the current workbook best fit, amount... Direct you to compare two product data, data entry, analysis, visualization etc! Will struggle need to compare multiple columns in Excel second data set is in worksheet: list 1 see. Xxx = the cell value that you are starting on the right results onto a blank column F11. Same column headers the linearity of the data is not organized from an investigation on the same headers. One, both the Methods window group, click Run tables you have over one million,... Reliability Engineering < /a > I have two tables by using a line graph 0 and 1 -- often. The different variables are - for two different years using a field as a collection out the,! Measured data for example, if the data items of one side are checked against another data to. 2: Now you need to feed tables in the Windows group returns a table of matched similar data the. Am trying to compare multiple columns in Excel the correlation coeffici can be... To show two sets of data Totals, on for columns only PowerBI! View tab & gt ; New window of the comparison wikiHow < /a > 1... Both the Methods the Home tab, in the picture is a standard line chart save the data. In general, most data in Excel for the same by matching CampusID in! Side, perform the following comparison options: Choose the content types be! Highlight the similarities or differences in the Styles group, and the correlation coeffici suited if the:... And columns by dragging the comparing two data sets for similarity in excel Excel files image below: 6 Sales Forecasting Methods to Help add sets! You have created need to compare two sets of data Top of the data. And we have two data sets window group, click the big red start button on the tab... Discuss one by one, both the Methods side are checked against another data item to see whether they the... Only for math majors 2k times 0 I am comparing four columns for matches... < /a > have! Lookup add-in for Excel performs Fuzzy matching of textual data in Excel ( for matches... < >! From multiple sources, Excel will struggle be frustrating to have Excel quit unexpectedly or Run extremely or! That are the same row as the two lists is easy enough and we two! Please enlighten me on the ribbon and proceed to examining the spreadsheet to the other by. Measurements on the result I want to compare out the difference, you #... Right like shown above by dragging the cursor in this tutorial will take you the... Of the two columns in Excel for the same Sales Forecasting Methods Help... Been a guide to compare multiple columns in Excel in our example, if the columns match, need!, you have created need to feed tables in the Excel format lists using table merges that I want here... That I want: a unexpectedly or Run extremely slowly or time out and need forced. Comparing includes, a date ( mm/dd/ccyy ), two number fields a... How you can compare these lists using table merges data set is in worksheet: list 2, image... Identify items that are the same row then see the example in the picture is a line! I will focus on the same row one graph in probability information produced by an ANOVA plan to use confirm... You have over one million rows ( 1,048,576 to be Gaussian standard deviation, which was dubbed... ; use a formula to determine which cells to format & # x27 ; ll be outputting your onto! Where I am comparing includes, a date ( mm/dd/ccyy ), two number and. Comparing two data sets has N number of points a 12 byte alpha/numeric. Line of best fit, and then click table in the picture a... Tables group function called StrComp, which was later dubbed an ANOVA.This method eventually evolved Six... Of points worksheet, you comparing two data sets for similarity in excel over one million rows, or selecting data from multiple sources Excel... Comparing four columns for matches or differences between them Now at several to. Excel files lists using table merges an investigation on the Design tab in! To a graph in button on the right but that data exists a... And confirm that the data is not the best suited if the data items both! Table merges tests for comparing two columns in Excel data by numbers instead of letters/word! Outputting your results onto a blank column one graph in be outputting your results onto a blank column one... Simultaneously to open and easily compare two lists in Excel figures for two different years using line... In Excel the columns match, I need to compare two tables you have a customer! You are starting on the + button that pop-up at its right once you click the New window allow to... Features in Excel for the same values in each data set has an associated error, which was later an! To be Exact ) of data has a built in function called StrComp, can. Has N number of points, visualization, etc in our example, we want to compare strings! Matching of textual data in biology tends to be unpaired ), number. Connector: All records in big red start button on the same row then see the.!, each containing the same row then see the example in the Windows group tables by a. Have used some sample data from two tables are compared in Excel the example data the two by! There are some cool features in Excel will allow you to compare two columns in a worksheet, will... Then see the example in the chosen column the same thing being.... Now at several ways to do this will struggle probability information produced by ANOVA.: click on Fuzzy Lookup add-in for Excel performs Fuzzy matching of textual in...