7 Time Series Datasets for Machine Learning
Last Updated on August 21, 2019
Machine learning can be applied to time series datasets.
These are problems where a numeric or categorical value must be predicted, but the rows of data are ordered by time.
A problem when getting started in time series forecasting with machine learning is finding good quality standard datasets on which to practice.
In this post, you will discover 8 standard time series datasets that you can use to get started and practice time series forecasting with machine learning.
After reading this post, you will know:
- 4 univariate time series datasets.
- 3 multivariate time series datasets.
- Websites that you can use to search and download more datasets.
Kick-start your project with my new book Time Series Forecasting With Python, including step-by-step tutorials and the Python source code files for all examples.
Let’s get started.
- Updated Apr/2019: Updated the links to the datasets.
Univariate Time Series Datasets
Time series datasets that only have one variable are called univariate datasets.
These datasets are a great place to get started because:
- They are so simple and easy to understand.
- You can plot them easily in excel or your favorite plotting tool.
- You can easily
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