timetable for average value
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Hi everyone
I want to create a timetable for my data imported from excel as numerical matrix, the data has the date and time column. I try by creating the datetime in excel by concatenation, But I get an error. below is the code,
dateSamples = ausdata(:,1);
dateSamples = x2mdate(dateSamples);
timeSamples = datestr(ausdata(:,2),'HH:MM:SS')%
Here I don't how to do build the datetime.
datetimeSample =
load = ausdata(:,9)
TT = timetable(datetimeSamples,load);
daily= retime(TT,'daily','mean');
weekly = retime(TT, 'monthly', 'mean')
Please assist me....I attached the excel file
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Answers (1)
Adam Danz
on 18 May 2020
Edited: Adam Danz
on 18 May 2020
x2mdate() converts from excel serial date number to Matlab serial date number. An optional 3rd input allows you to convert the excel date to Matlab's datetime format.
MATLABDate = x2mdate(dateSamples, 0,'datetime')
---[Update]---
Use readtable() to read in the excel table.
opts = spreadsheetImportOptions('NumVariables',9, ...
'VariableTypes', {'char','char','datetime','double','double','double','double','double','double'},...
'VariableNamesRange', 'A1', 'DataRange', 'A2');
T = readtable('ausdata.xlsx', opts);
% Look at first few rows
head(T)
% 8×9 table
% Date Hour Var3 DryBulb DewPnt WetBulb Humidity ElecPrice SYSLoad
% _______________ ____________ ____ _______ ______ _______ ________ _________ _______
% {'01-Jan-2006'} {'0.020833'} NaT 23.9 21.65 22.4 87.5 19.67 8013.3
% {'01-Jan-2006'} {'0.041667'} NaT 23.9 21.7 22.4 88 18.56 7726.9
% {'01-Jan-2006'} {'0.0625' } NaT 23.8 21.65 22.35 88 19.09 7372.9
% {'01-Jan-2006'} {'0.083333'} NaT 23.7 21.6 22.3 88 17.4 7071.8
% {'01-Jan-2006'} {'0.10417' } NaT 23.7 21.6 22.3 88 17 6865.4
% {'01-Jan-2006'} {'0.125' } NaT 23.7 21.6 22.3 88 17 6685.9
% {'01-Jan-2006'} {'0.14583' } NaT 23.6 21.65 22.3 89 17 6548.6
% {'01-Jan-2006'} {'0.16667' } NaT 23.5 21.7 22.3 90 16.92 6487.8
The NaT values in column 3 in my example may be due to a difference in the version of Excel I'm currently using.
If you're also getting NaT values in column 3 you can recreate the datetime values using this,
T.Properties.VariableNames{3} = 'datetime';
T.datetime = dateshift(T.Date,'start','day') + T.Hour;
% head(T)
% Date Hour datetime DryBulb DewPnt WetBulb Humidity ElecPrice SYSLoad
% ___________ _________ ____________________ _______ ______ _______ ________ _________ _______
% 01-Jan-2006 1800 sec 01-Jan-2006 00:30:00 23.9 21.65 22.4 87.5 19.67 8013.3
% 01-Jan-2006 3600 sec 01-Jan-2006 01:00:00 23.9 21.7 22.4 88 18.56 7726.9
% 01-Jan-2006 5400 sec 01-Jan-2006 01:30:00 23.8 21.65 22.35 88 19.09 7372.9
% 01-Jan-2006 7200 sec 01-Jan-2006 01:59:59 23.7 21.6 22.3 88 17.4 7071.8
% 01-Jan-2006 9000 sec 01-Jan-2006 02:30:00 23.7 21.6 22.3 88 17 6865.4
% 01-Jan-2006 10800 sec 01-Jan-2006 03:00:00 23.7 21.6 22.3 88 17 6685.9
% 01-Jan-2006 12600 sec 01-Jan-2006 03:29:59 23.6 21.65 22.3 89 17 6548.6
% 01-Jan-2006 14400 sec 01-Jan-2006 03:59:59 23.5 21.7 22.3 90 16.92 6487.8
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