How to replace -999 values with NaN in a Matlab table?

28 views (last 30 days)
I have a Matlab table T1, with columns like the below:
T1.year
T1.month
T1.day
T1.var1
T1.var2
...
Some of its columns are numerical and some of them are strings. For the numerical columns, there could be some -999 values in some of the columns to indicate NaN values.
Is it possible to replace all of the -999 values with NaN values, without specifying each of the columns?
I wish I could do someting as simple as that?
T1(T1==-999) = NaN
Like I do in a column data.
  2 Comments
Walter Roberson
Walter Roberson on 13 Oct 2020
Are you reading from a text file? If so then use 'TreatAsMissing', '-999' option when you do the readtable()
Leon
Leon on 13 Oct 2020
Thanks for sharing that useful tip!
Unfortunately, I'm not reading from a text file. It is a carry-over Matlab table value.

Sign in to comment.

Accepted Answer

Steven Lord
Steven Lord on 13 Oct 2020
Use standardizeMissing.
t = array2table(magic(4));
t{2, 'Var3'} = -999
t2 = standardizeMissing(t, -999)

More Answers (1)

Walter Roberson
Walter Roberson on 13 Oct 2020
T1 = convertvars(T1, @isnumeric, @no999);
function x = no999(x)
x(x==-999) = nan;
end

Categories

Find more on Tables in Help Center and File Exchange

Tags

Products


Release

R2020b

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!