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Need Function that can identify spelling mistakes in one list compared to another list

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  1. #1
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    Need Function that can identify spelling mistakes in one list compared to another list

    Hi guys, newbie here.

    I am hoping to find a function/formula that can help me with identifying spelling mistake with names (scientific fish names in my case) in one column by comparing it with certified/correct names that are in a seperate column and then replacing the incorrect names with the correct names.

    Basically, looking for a more powerful version of "Find and Replace" that can crunch through large data-sets.

    As an example, I have attached a file which has 2 columns. Column A "Names for checking" being the list with mistakes in them... And Column C "Fish List" being the one with correctly spelt fish names.

    Cheers
    Alec
    Attached Files Attached Files
    Last edited by Alec_Solomons; 03-08-2022 at 01:41 AM.

  2. #2
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    Re: Need Function that can identify spelling mistakes in one list compared to another list

    The easiest solution for this is to use 'fuzzy matching' logic with Power Query in Excel.
    Takes a little homework to understand if you are new to Power Query, but its very quick/powerful. A guide here: https://support.microsoft.com/en-us/...4-bd3962b90649

    I've mocked up an example of this in the attached, by taking the following steps
    1) Created a connection called 'CheckNames' from your Column A
    2) Created a connection called 'ProperNames' from your Column C
    3) Merged the two queries with the following parameters
    - Left table = CheckNames
    - Right table = ProperNames
    - Fuzzy match, Left Outer Join (every item on 'left' table has a row), Number of matches = 1 (one response per row), Threshold = 0 (show best guesses, even if they are terrible)

    Hope that gets a result similar to what you are looking for. You can play around with the 'Threshold' parameter until you get sensible looking outcomes
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