How calculate daily, monthly, seasonally mean average and std?

Hi everyone,

I'm a new beginner in matlab.

I want to calculate daily, monthly, and seasonally average for time series data.

The first column is date, second column is month, 3rd column is year, 4th column is hour, 5th column is minutes, 6th column is second, and 7th until the end of column is my data.

Could anyone help me how to calculate in daily, monthly, and seasonally average?

Thank you for your help.

Answer 1

[Akira Agata]

I would recommend storing the data as timetable variable, and applying retime function.

The following is an example:

% Load data file
load('Date1Time1Data1.mat');

% Create datetime array
Time = datetime(...
  Date1Time1Data1(:,3),Date1Time1Data1(:,2),Date1Time1Data1(:,1),...
  Date1Time1Data1(:,4),Date1Time1Data1(:,5),Date1Time1Data1(:,6));

% Arrange data array to timetable variable
TT = array2timetable(Date1Time1Data1(:,7:end),'RowTimes',Time);

% Example1: daily average
TT_da = retime(TT,'daily','mean');

% Example2: montly std
TT_ms = retime(TT,'monthly',@std);

[Aries Dwi Siswanto]

Dear Akira Agata,

Thank you very much for your help,

That is perfectly work.

Answer 2

[KALYAN ACHARJYA]

%Load the mat file
%Monthly
len_month=length(unique(data(:,2))); or %use size(data(:,2),1)
monthly_data=sum(data(:,end))/len_month;

Just do the unique on the respective columns and devide by sum(data(:,end)) by the respective length

[Aries Dwi Siswanto]

Hi Kalyan Acharjya,

Thank you for your help,

I've already trying your code, the result show the amount of monthly data.

monthly_data =

1.5468e+05

I want to calculate the monthly average (also daily and seasonally).