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Home/ Questions/Q 6242367
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Editorial Team
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Editorial Team
Asked: May 24, 20262026-05-24T11:56:30+00:00 2026-05-24T11:56:30+00:00

I have a CSV file with possibly missing data, and the data is both

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I have a CSV file with possibly missing data, and the data is both chars and numbers. What is the best way to deal with this?

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  1. Editorial Team
    Editorial Team
    2026-05-24T11:56:31+00:00Added an answer on May 24, 2026 at 11:56 am

    Here is an example:

    file.csv

    name,age,gender
    aaa,20,m
    bbb,25,
    ccc,,m
    ddd,40,f
    

    readMyCSV.m

    fid = fopen('file.csv','rt');
    C = textscan(fid, '%s%f%s', 'Delimiter',',', 'HeaderLines',1, 'EmptyValue',NaN);
    fclose(fid);
    [name,age,gender] = deal(C{:});
    

    The data read:

    >> [name num2cell(age) gender]
    ans = 
        'aaa'    [ 20]    'm'
        'bbb'    [ 25]    '' 
        'ccc'    [NaN]    'm'
        'ddd'    [ 40]    'f'
    
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