Reading multiple csv files and save in a matrix

조회 수: 3 (최근 30일)
Poulomi Ganguli
Poulomi Ganguli 2017년 10월 12일
댓글: Poulomi Ganguli 2017년 10월 13일
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!
  댓글 수: 1
Poulomi Ganguli
Poulomi Ganguli 2017년 10월 13일
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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답변 (1개)

KSSV
KSSV 2017년 10월 12일
Use either xlsread or csvread to read the files.
  댓글 수: 3
KSSV
KSSV 2017년 10월 12일
On using xlsread you can extract the numeric data, text data separately.
Poulomi Ganguli
Poulomi Ganguli 2017년 10월 12일
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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