Merge columns (date & times) into single column with correct format
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Hi there - complete beginner here so apologies...
I have the code below and dataset as per the image attached. I am trying to merge the data from the year, day and hour columns into a single column with a dd/mm/yyyy hh:00 format.
Worth noting that the data in 'Day' of the day numebr of the year (1 to 365/366) and hours are in 0-23 format.
Help woudl be much appreciated!
thanks
%Open Table in Matlab
A = readtable('XYZ.csv','FileType','spreadsheet')
% Name Variables
A.Properties.VariableNames={'Station','Year','Day','Hour','Temperature','WindSpeed','WindDirection','Precipitation','CloudCover','RelativeHumidity'}
%Merge Year, Day, and Hour into one column which contains the date and time
????
Accepted Answer
% generating column vectors of Year, Day and Hour like you have in your table:
n = 366;
Year = 2016*ones(n*24,1);
[Day,Hour] = meshgrid((1:n),0:23);
Day = Day(:);
Hour = Hour(:);
% show them for reference:
disp([Year Day Hour]);
2016 1 0
2016 1 1
2016 1 2
2016 1 3
2016 1 4
2016 1 5
2016 1 6
2016 1 7
2016 1 8
2016 1 9
2016 1 10
2016 1 11
2016 1 12
2016 1 13
2016 1 14
2016 1 15
2016 1 16
2016 1 17
2016 1 18
2016 1 19
2016 1 20
2016 1 21
2016 1 22
2016 1 23
2016 2 0
2016 2 1
2016 2 2
2016 2 3
2016 2 4
2016 2 5
2016 2 6
2016 2 7
2016 2 8
2016 2 9
2016 2 10
2016 2 11
2016 2 12
2016 2 13
2016 2 14
2016 2 15
2016 2 16
2016 2 17
2016 2 18
2016 2 19
2016 2 20
2016 2 21
2016 2 22
2016 2 23
2016 3 0
2016 3 1
2016 3 2
2016 3 3
2016 3 4
2016 3 5
2016 3 6
2016 3 7
2016 3 8
2016 3 9
2016 3 10
2016 3 11
2016 3 12
2016 3 13
2016 3 14
2016 3 15
2016 3 16
2016 3 17
2016 3 18
2016 3 19
2016 3 20
2016 3 21
2016 3 22
2016 3 23
2016 4 0
2016 4 1
2016 4 2
2016 4 3
2016 4 4
2016 4 5
2016 4 6
2016 4 7
2016 4 8
2016 4 9
2016 4 10
2016 4 11
2016 4 12
2016 4 13
2016 4 14
2016 4 15
2016 4 16
2016 4 17
2016 4 18
2016 4 19
2016 4 20
2016 4 21
2016 4 22
2016 4 23
2016 5 0
2016 5 1
2016 5 2
2016 5 3
2016 5 4
2016 5 5
2016 5 6
2016 5 7
2016 5 8
2016 5 9
2016 5 10
2016 5 11
2016 5 12
2016 5 13
2016 5 14
2016 5 15
2016 5 16
2016 5 17
2016 5 18
2016 5 19
2016 5 20
2016 5 21
2016 5 22
2016 5 23
2016 6 0
2016 6 1
2016 6 2
2016 6 3
2016 6 4
2016 6 5
2016 6 6
2016 6 7
2016 6 8
2016 6 9
2016 6 10
2016 6 11
2016 6 12
2016 6 13
2016 6 14
2016 6 15
2016 6 16
2016 6 17
2016 6 18
2016 6 19
2016 6 20
2016 6 21
2016 6 22
2016 6 23
2016 7 0
2016 7 1
2016 7 2
2016 7 3
2016 7 4
2016 7 5
2016 7 6
2016 7 7
2016 7 8
2016 7 9
2016 7 10
2016 7 11
2016 7 12
2016 7 13
2016 7 14
2016 7 15
2016 7 16
2016 7 17
2016 7 18
2016 7 19
2016 7 20
2016 7 21
2016 7 22
2016 7 23
2016 8 0
2016 8 1
2016 8 2
2016 8 3
2016 8 4
2016 8 5
2016 8 6
2016 8 7
2016 8 8
2016 8 9
2016 8 10
2016 8 11
2016 8 12
2016 8 13
2016 8 14
2016 8 15
2016 8 16
2016 8 17
2016 8 18
2016 8 19
2016 8 20
2016 8 21
2016 8 22
2016 8 23
2016 9 0
2016 9 1
2016 9 2
2016 9 3
2016 9 4
2016 9 5
2016 9 6
2016 9 7
2016 9 8
2016 9 9
2016 9 10
2016 9 11
2016 9 12
2016 9 13
2016 9 14
2016 9 15
2016 9 16
2016 9 17
2016 9 18
2016 9 19
2016 9 20
2016 9 21
2016 9 22
2016 9 23
2016 10 0
2016 10 1
2016 10 2
2016 10 3
2016 10 4
2016 10 5
2016 10 6
2016 10 7
2016 10 8
2016 10 9
2016 10 10
2016 10 11
2016 10 12
2016 10 13
2016 10 14
2016 10 15
2016 10 16
2016 10 17
2016 10 18
2016 10 19
2016 10 20
2016 10 21
2016 10 22
2016 10 23
2016 11 0
2016 11 1
2016 11 2
2016 11 3
2016 11 4
2016 11 5
2016 11 6
2016 11 7
2016 11 8
2016 11 9
2016 11 10
2016 11 11
2016 11 12
2016 11 13
2016 11 14
2016 11 15
2016 11 16
2016 11 17
2016 11 18
2016 11 19
2016 11 20
2016 11 21
2016 11 22
2016 11 23
2016 12 0
2016 12 1
2016 12 2
2016 12 3
2016 12 4
2016 12 5
2016 12 6
2016 12 7
2016 12 8
2016 12 9
2016 12 10
2016 12 11
2016 12 12
2016 12 13
2016 12 14
2016 12 15
2016 12 16
2016 12 17
2016 12 18
2016 12 19
2016 12 20
2016 12 21
2016 12 22
2016 12 23
2016 13 0
2016 13 1
2016 13 2
2016 13 3
2016 13 4
2016 13 5
2016 13 6
2016 13 7
2016 13 8
2016 13 9
2016 13 10
2016 13 11
2016 13 12
2016 13 13
2016 13 14
2016 13 15
2016 13 16
2016 13 17
2016 13 18
2016 13 19
2016 13 20
2016 13 21
2016 13 22
2016 13 23
2016 14 0
2016 14 1
2016 14 2
2016 14 3
2016 14 4
2016 14 5
2016 14 6
2016 14 7
2016 14 8
2016 14 9
2016 14 10
2016 14 11
2016 14 12
2016 14 13
2016 14 14
2016 14 15
2016 14 16
2016 14 17
2016 14 18
2016 14 19
2016 14 20
2016 14 21
2016 14 22
2016 14 23
2016 15 0
2016 15 1
2016 15 2
2016 15 3
2016 15 4
2016 15 5
2016 15 6
2016 15 7
2016 15 8
2016 15 9
2016 15 10
2016 15 11
2016 15 12
2016 15 13
2016 15 14
2016 15 15
2016 15 16
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2016 15 19
2016 15 20
2016 15 21
2016 15 22
2016 15 23
2016 16 0
2016 16 1
2016 16 2
2016 16 3
2016 16 4
2016 16 5
2016 16 6
2016 16 7
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2016 16 9
2016 16 10
2016 16 11
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2016 16 14
2016 16 15
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2016 16 23
2016 17 0
2016 17 1
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2016 18 0
2016 18 1
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2016 19 0
2016 19 1
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2016 19 21
2016 19 22
2016 19 23
2016 20 0
2016 20 1
2016 20 2
2016 20 3
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2016 20 6
2016 20 7
2016 20 8
2016 20 9
2016 20 10
2016 20 11
2016 20 12
2016 20 13
2016 20 14
2016 20 15
2016 20 16
2016 20 17
2016 20 18
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2016 20 21
2016 20 22
2016 20 23
2016 21 0
2016 21 1
2016 21 2
2016 21 3
2016 21 4
2016 21 5
2016 21 6
2016 21 7
2016 21 8
2016 21 9
2016 21 10
2016 21 11
2016 21 12
2016 21 13
2016 21 14
2016 21 15
2016 21 16
2016 21 17
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2016 21 19
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2016 21 21
2016 21 22
2016 21 23
2016 22 0
2016 22 1
2016 22 2
2016 22 3
2016 22 4
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2016 22 8
2016 22 9
2016 22 10
2016 22 11
2016 22 12
2016 22 13
2016 22 14
2016 22 15
2016 22 16
2016 22 17
2016 22 18
2016 22 19
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2016 22 21
2016 22 22
2016 22 23
2016 23 0
2016 23 1
2016 23 2
2016 23 3
2016 23 4
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2016 23 8
2016 23 9
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2016 23 18
2016 23 19
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2016 23 23
2016 24 0
2016 24 1
2016 24 2
2016 24 3
2016 24 4
2016 24 5
2016 24 6
2016 24 7
2016 24 8
2016 24 9
2016 24 10
2016 24 11
2016 24 12
2016 24 13
2016 24 14
2016 24 15
2016 24 16
2016 24 17
2016 24 18
2016 24 19
2016 24 20
2016 24 21
2016 24 22
2016 24 23
2016 25 0
2016 25 1
2016 25 2
2016 25 3
2016 25 4
2016 25 5
2016 25 6
2016 25 7
2016 25 8
2016 25 9
2016 25 10
2016 25 11
2016 25 12
2016 25 13
2016 25 14
2016 25 15
2016 25 16
2016 25 17
2016 25 18
2016 25 19
2016 25 20
2016 25 21
2016 25 22
2016 25 23
2016 26 0
2016 26 1
2016 26 2
2016 26 3
2016 26 4
2016 26 5
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2016 26 9
2016 26 10
2016 26 11
2016 26 12
2016 26 13
2016 26 14
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2016 26 19
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2016 27 0
2016 27 1
2016 27 2
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2016 27 5
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2016 27 10
2016 27 11
2016 27 12
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2016 27 19
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2016 28 0
2016 28 1
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2016 29 0
2016 29 1
2016 29 2
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2016 29 4
2016 29 5
2016 29 6
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2016 29 15
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2016 30 0
2016 30 1
2016 30 2
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2016 30 12
2016 30 13
2016 30 14
2016 30 15
2016 30 16
2016 30 17
2016 30 18
2016 30 19
2016 30 20
2016 30 21
2016 30 22
2016 30 23
2016 31 0
2016 31 1
2016 31 2
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2016 31 4
2016 31 5
2016 31 6
2016 31 7
2016 31 8
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2016 31 12
2016 31 13
2016 31 14
2016 31 15
2016 31 16
2016 31 17
2016 31 18
2016 31 19
2016 31 20
2016 31 21
2016 31 22
2016 31 23
2016 32 0
2016 32 1
2016 32 2
2016 32 3
2016 32 4
2016 32 5
2016 32 6
2016 32 7
2016 32 8
2016 32 9
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2016 32 12
2016 32 13
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2016 32 15
2016 32 16
2016 32 17
2016 32 18
2016 32 19
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2016 32 21
2016 32 22
2016 32 23
2016 33 0
2016 33 1
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2016 33 7
2016 33 8
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2016 33 18
2016 33 19
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2016 34 0
2016 34 1
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2016 34 18
2016 34 19
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2016 34 23
2016 35 0
2016 35 1
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2016 36 0
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2016 65 23
2016 66 0
2016 66 1
2016 66 2
2016 66 3
2016 66 4
2016 66 5
2016 66 6
2016 66 7
2016 66 8
2016 66 9
2016 66 10
2016 66 11
2016 66 12
2016 66 13
2016 66 14
2016 66 15
2016 66 16
2016 66 17
2016 66 18
2016 66 19
2016 66 20
2016 66 21
2016 66 22
2016 66 23
2016 67 0
2016 67 1
2016 67 2
2016 67 3
2016 67 4
2016 67 5
2016 67 6
2016 67 7
2016 67 8
2016 67 9
2016 67 10
2016 67 11
2016 67 12
2016 67 13
2016 67 14
2016 67 15
2016 67 16
2016 67 17
2016 67 18
2016 67 19
2016 67 20
2016 67 21
2016 67 22
2016 67 23
2016 68 0
2016 68 1
2016 68 2
2016 68 3
2016 68 4
2016 68 5
2016 68 6
2016 68 7
2016 68 8
2016 68 9
2016 68 10
2016 68 11
2016 68 12
2016 6...
% do the combination/conversion to proper format:
result = datetime(Year,1,Day,Hour,0,0,'Format','dd/MM/yyyy HH:00');
% show the result:
disp(result);
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8 Comments
Jonas
on 27 Feb 2022
Many thanks!
What if the year is not always 2016 and number of years varies (leap year/non-leap year) - what woudl i need to change?
Voss
on 27 Feb 2022
You're welcome!
You wouldn't need to change anything, because the datetime() function does everything. You just have to get the Year, Day and Hour data out of your table so you can call datetime() like I did:
result = datetime(Year,1,Day,Hour,0,0,'Format','dd/MM/yyyy HH:00');
An example with only two data points:
Year = [2016; 2017];
Day = [60; 60]; % 60th day is March 1st in a non-leap year; Feb 29th in a leap year
Hour = [9; 9];
result = datetime(Year,1,Day,Hour,0,0,'Format','dd/MM/yyyy HH:00')
result = 2×1 datetime array
29/02/2016 09:00
01/03/2017 09:00
Jonas
on 27 Feb 2022
ah got you - thanks so much!
Voss
on 27 Feb 2022
No problem! Any other questions, please let me know. Otherwise, please mark the answer as 'Accepted'. Thanks!
Jonas
on 27 Feb 2022
Actually sorry - this seems to work because you are creating the array but i am getting in from a file so not using this part of the code:
n = 366;
Year = 2016*ones(n*24,1);
[Day,Hour] = meshgrid((1:n),0:23);
Day = Day(:);
Hour = Hour(:);
but I have this:
%Open Table in Matlab
A = readtable('File X.csv','FileType','spreadsheet');
% Name Variables
A.Properties.VariableNames={'Station','Year','Day','Hour','Temperature','WindSpeed','WindDirection','Precipitation','CloudCover','RelativeHumidity'}
%Merge Year, Day, and Hour into one column which contains the date and time
Year=A(:,'Year');
Day=A(:,'Day');
Hour=A(:,'Hour');
disp([Year Day Hour]);
???
result = datetime(Year,1,Day,Hour,0,0,'Format','dd/MM/yyyy HH:00');
I keep getting an error ... thanks again for the help.
Use {} to index into a table and get the contents (using () just gives you a sub-table, i.e., another table containing the relevant contents rather than a (numeric in this case) array of the contents).
Alternately get the data using ".(Variable)" syntax, e.g., A.Year, A.Day, etc.
%Open Table in Matlab
A = readtable('File X.csv','FileType','spreadsheet');
% Name Variables
A.Properties.VariableNames={'Station','Year','Day','Hour','Temperature','WindSpeed','WindDirection','Precipitation','CloudCover','RelativeHumidity'}
%Merge Year, Day, and Hour into one column which contains the date and time
% Year=A{:,'Year'};
% Day=A{:,'Day'};
% Hour=A{:,'Hour'};
Year=A.Year;
Day=A.Day;
Hour=A.Hour;
disp([Year Day Hour]);
result = datetime(Year,1,Day,Hour,0,0,'Format','dd/MM/yyyy HH:00');
Jonas
on 27 Feb 2022
ah great! thanks!
Voss
on 27 Feb 2022
No problem! Any other questions, please let me know. Otherwise, please mark the answer as 'Accepted'. Thanks!
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