loading multiple csv files using readmatrix

How can I load to matlab workspace multiple matrices with the same dimension located in individual csv files? They have different file names with the same extension (.csv)
Expected variable in workspace: A 3D matrix.
I have tried something like
Folder = 'C:\My\Folder';';
for k = 1 :100
filename = fullfile(Folder, sprintf('%d.csv', k));
data = readmatrix(filename);
...
end

3 Commenti

@julian gaviria, Does the folder containing the csv files have any other files than the ones to be read?
@Dyuman Joshi, no. there is only 1 sheet per .csv file. All the .csv files contain a 2D matrix with the same dimension

Accedi per commentare.

 Risposta accettata

Use DIR:
P = 'C:\My\Folder';
S = dir(fullfile(P,'*.csv'));
for k = 1:numel(S)
F = fullfile(P,S(k).name);
S(k).data = readmatrix(F);
end
All of the imported file data are stored in the structure S. For example, the 2nd file:
S(2).name % filename
S(2).data % file data

2 Commenti

Thanks @Stephen23
How can I arrange all the content of "S(2).data" in a 3D array?
"How can I arrange all the content of "S(2).data" in a 3D array? "
A = cat(3,S.data)
But note that the order of the files will be that returned by DIR, which might not be the order you expect. If you require the filenames in alpha-numerical order then you will have to sort S yourself, e.g. by downloading NATSORTFILES:
S = dir(..);
S = natsortfiles(S);
... etc

Accedi per commentare.

Più risposte (1)

Here is how you can create such a code:
Folder = 'C:\Users\...';
F_Pat = fullfile(Folder, '*.csv');
FILES = dir(F_Pat);
F_Names={FILES.name};
for k = 1 :length(F_Names)
Get_FName = FILES(k).name;
F_FileName=fullfile(FILES(k).folder, Get_FName);
data{k}= readmatrix(F_FileName);
...
end
All the best

1 Commento

My proposed code works for any file names not necessary file names should be sequential. All collected data in a cell array that can be also altered to store read data as a structure or stacked data of arrays, etc.

Accedi per commentare.

Categorie

Prodotti

Release

R2023b

Community Treasure Hunt

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

Start Hunting!

Translated by