Reading multiple csv files and save in a matrix

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Poulomi Ganguli
Poulomi Ganguli am 12 Okt. 2017
Kommentiert: Poulomi Ganguli am 13 Okt. 2017
Hello, I have multple csv files in a folder, I want to read them and store in a matrix, further, I also check for any duplicate entry in different files and sort the data in according to year and day. I am attaching one of the csv file here.
I tried foll. code:
SL_files = dir(sprintf('%s%s%s',fullfile(dirName),'\','*.csv'));
for idx = 1:size(SL_files,1)
disp(SL_files(idx,1).name)
fid = fopen(sprintf('%s%s%s',fullfile(dirName),'\',SL_files(idx,1).name));
filedata{idx} = textscan(fid, '%f%f%f %f:%f %f %f','Headerlines',16);
fclose(fid);
end
However, I am getting empty values after column 4. Any help? Thanks!
  1 Kommentar
Poulomi Ganguli
Poulomi Ganguli am 13 Okt. 2017
I solve the problem:
numMat_All = [];
for idx = 1:size(SL_files,1)
disp(SL_files(idx,1).name)
fid = fopen(sprintf('%s%s%s',fullfile(dirName),'\',SL_files(idx,1).name));
data = textscan(fid, '%s %f %f %f %f %f %f', ...
'Delimiter',',', 'MultipleDelimsAsOne',1,'headerlines',16);
fclose(fid);
CharCell = data{1,1};
result = regexprep(CharCell,'[\s;:]+',' ');
numMat = cell2mat(cellfun(@str2num, result(:,1:end), 'UniformOutput', false));
numMat_All = [numMat_All;numMat];
data = []; CharCell = []; result = []; numMat = [];
end
dt = datetime([numMat_All(:,1:5), repmat(0,length(numMat_All),1)]);
T = table(dt,numMat_All(:,[6:7]));
T1 = sortrows(T,'dt');

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Antworten (1)

KSSV
KSSV am 12 Okt. 2017
Use either xlsread or csvread to read the files.
  3 Kommentare
KSSV
KSSV am 12 Okt. 2017
On using xlsread you can extract the numeric data, text data separately.
Poulomi Ganguli
Poulomi Ganguli am 12 Okt. 2017
It won't work since year and time are in different format. Textscan will work in this case. I am looking for some other answer/ way to solve it. Thanks!

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