LoadingData
Introduction
Usually you will have data saved in some file, like Excel files, csv (comma seperated values) file or a text file. These are the most common formats in which you can download data from various databases.
Before we can look at the data upload procedure it is important to have a very quick look at the way in which MATLAB deals with dates.
Dealing with date vectors
When dealing with time series data you will often want to keep date information. MATLAB has excellent date functionality and dealing with data is indeed one of its strengths. There are two principle formats in which MATLAB handles dates, the datenum
and the datevec
format
- The
datenum
format: Here MATLAB records date information in terms of the number of days since 01 Jan 0000. This day is given the number 1. The next day (2 Jan 0000) is assigned the number 2 and so forth. The 22 Sept 2012 is 735134. If you have time information included into your dates, that will be reflected in fractions. For example, '22-Sept-2012 12:00:00' is represented by 735134.5, as it is half way through the day.
- The
datevec
format: Here a date is transformed into a (1 x 6) vector where the first element represents the year, the second the month, the third the day, the fourth the hour, the fith the minutes and the sixth the seconds. If you only enter a day, the last three entries will take the value 0.
It is a great feature of MATLAB that it recognises a good number of different date formats and translates them easily into one of the two MATLAB formats. Importantly, if you open an EXCEL file (see below) and your spreadsheet contains dates formatted as EXCEL dates, MATLAB will automatically translate these dates into the datenum
format if you are using a MATLAB version R2012a or higher.
Data Sources
By far the easiest formats to import data into MATLAB are Excel spreadsheets and csv files. When dealing with these type of files you can double click on the file you want to import in the "Current Directory" window. A window will then open and give you a preview of the data MATLAB will import. How exactly this wimdow looks like and what translation MATLAB does automatically now depens on the MATLAB version you are working with.
MATLAB R2011 and lower
Generally MATLAB will generate the data in two matrices, one for the columns that MATLAB recognised as numerical data (often called data
) and another that contains all non-numerical spreadsheet entries (often called textdata
). You can then use these data matrices for any further operations. Date cells will end up in the textdata
matrix and you will have to convert them manually to the MATLAB dates files (see below).
Instead of double clicking on a file in the "Current Directory" window you can also incorporate the data import into a piece of MATLAB script. This is done with the following command:
[NUM,TXT,RAW]=xlsread('MSFT.xlsx')
which will save the content of the EXCEL file (here called MSFT.xlsx) into three files. The complete spreadsheet is saved in RAW
, all numerical entries are in NUM
and all text entries are in TXT
. This command works if the data you want to import are on the first sheet in the EXCEL file. If you have several shhets in your EXCEL file and you want to import the data of a particular sheet you can achieve this by means of:
[NUM,TXT,RAW]=xlsread('MSFT.xlsx','MSFT')
where the data here are on the sheet called 'MSFT'.
== MATLAB R2012 and higher