Timetable_Averaging values from each month

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Leulaye Maskal
Leulaye Maskal 2021 年 10 月 21 日
コメント済み: Ritesh 2023 年 5 月 4 日
Timetable Averaging values from each month(Jan-Dec) from all years between 2000-2020. So I would like to have 12 USDM_Index values; one for each month over the 21 years
  3 件のコメント
Leulaye Maskal
Leulaye Maskal 2021 年 10 月 21 日
I have tried that but its gives me the mean for each month within each yearh so I end up wit 12 * 21 for each month
Ritesh
Ritesh 2023 年 5 月 4 日
monthlyavg = groupsummary(b, 'month', 'monthofyear', 'mean');
%here b is your table

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回答 (2 件)

Kelly Kearney
Kelly Kearney 2021 年 10 月 21 日
I don't believe you can use retime to build a climatology; for that, I usually use the splitapply function. Unfortunately, splitapply's syntax for tables and timetables is very clunky (there's no easy way to apply the same function to all variables), hence my casting to and from arrays in the following example:
% The original timetable
T = timetable(datetime(2000,1:24,1)', rand(24,1), rand(24,1), ...
'VariableNames', {'USDM_index', 'other'});
% Calculate climatological monthly average
[g, mn] = findgroups(month(T.Time));
xclim = splitapply(@(x) mean(x,1), table2array(T), g);
% Reformat to timetable
refyr = min(year(T.Time)); % ... or whatever you want
Tclim = array2timetable(xclim, 'RowTimes', datetime(refyr,mn,1), ...
'VariableNames', T.Properties.VariableNames);

Duncan Po
Duncan Po 2021 年 10 月 22 日
Use groupsummary with 'monthofyear' binning
T = timetable(datetime(2000,1:(12*21),1)', rand(12*21,1), 'VariableNames', {'USDM_index'});
S = groupsummary(T, 'Time', 'monthofyear', 'mean')
S = 12×3 table
monthofyear_Time GroupCount mean_USDM_index ________________ __________ _______________ 1 21 0.44367 2 21 0.44095 3 21 0.52971 4 21 0.66029 5 21 0.45509 6 21 0.59956 7 21 0.56916 8 21 0.49774 9 21 0.49873 10 21 0.49883 11 21 0.48883 12 21 0.56189
  1 件のコメント
Leulaye Maskal
Leulaye Maskal 2021 年 10 月 22 日
I tried this but i keep getting a timetavble error

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