Calculating an average week with datapoint every 15 minutes

I have a dataset with values every 15 minutes for 3 months and I need to compute a dataset for the average week.

This means with each data point being the average of all the data points at the same time. (For example the data point of the average week at monday 12:15 is the average of all data points at monday 12:15 during the 3 months)

Does someone know a way to do this?

Attached is the dataset over the three months and the corresponding datetime dataset.

Answer 1

[Rishabh Mishra]

Hi,

Use the code below to find the average values recorded at 00:15 on all the Mondays in the given datetime array.

load NO2_roadside_replaced.mat; 
load t.mat; 
  
% find indices for datetimes with day = Monday & time = 00:15 
% Weekday of Monday = 2 
% Hour-value of time = 0 
% Minute-value of time = 15 
index = weekday(t) == 2 & hour(t) == 0 & minute(t) == 15; 
  
% Find average ignoring NaN values 
avg = nanmean(NO2_roadside_raw(index)); 

Similarly use the same code to generate remaining data points.

Hope this helps.