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How to Preprocess Time Series Data with MATLAB

In this video we demonstrate how you can process and clean time series data stored in Excel sheets, in multiple formats, and with multiple sampling rates in MATLAB®. We start with importing data from Excel sheets using the Import Tool. Next, we focus on how to prepare the data to convert to the timetable datatype.

We then explore the preprocessing functions available with timetables including synchronizing the data sets to a common time reference, assessing data quality, and dealing with duplicate and missing data. At the end, we show the stacked plot of variables with row times.

Download code:
Preprocessing Time Series Data with MATLAB:
MATLAB for Data Analysis:
Preprocessing Data:

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