How to average seconds data to minutes data?
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I have a one Hz set of data for whole day, so i would like to average this seconds data into each minutes data. Please give your code and suggestions.
Thanks you.
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Dave B
am 6 Nov. 2020
It sounds like you want to use the first column of your CSV which has times, and for each minute extract compute the average of the remaining columns.
tbl = readtable('PGM.csv'); % Read the data in
% Convert first column to a datetime the date part is arbitrary here (because they're not
% supplied in the file), but it's so easy to do this with the datetime type!
tbl.Var1 = datetime(tbl.Var1,'InputFormat','HH:mm');
result=groupsummary(tbl,"Var1","minute","mean",["Var2" "Var3" "Var4" "Var5"]);
% The results for the 4 columns are in result.mean_Var2, result.mean_Var3 etc.
% Additional notes:
% You can strip off the date part and go back to a string using:
dt = extractAfter(string(result.minute_Var1)," ");
% You could plot the first column of data with:
plot(datetime(extractAfter(string(result.minute_time),"" "")),result.mean_Var2)
A great feature of groupsummary,is that if you wanted some other summary statistics in addition to mean those are easy to get in the same shot, see the documentation for details.
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Steven Lord
am 6 Nov. 2020
Another alternative would be to store the data in a timetable and use retime.
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