Pre session- Prepare data for forecasting using tsibble
Learn how to use functions in the tsibble package to prepare data for the forecasting task
summary: The tsibble package provides a data infrastructure for tidy temporal data with wrangling tools. Given that the fable package will be used for forecasting, and it works with tsibble, you need to learn how to create a tsibble object, how to prepare data for analysis and how to work with tsibble.
Questions
- Why do we recommend to use
tsibble? - What is a
tsibbleobject? - How to create a
tsibbleobject? - How to wrangle data with a
tsibbleobject? - What are the features of a tidy dataset?
- How to chek and fix duplicated values?
- Hiw to check and fix time gaps(temporal implicit missing values)?
Schedule
| Pre-session | Slides: Introduction to tsibble | |
| A&E Data | Download data | |
| Tourism data | Download data | |
| Lab | Rmarkdown: Prepare data for forecasting using tsibble | |
| Video | Video: Prepare data for forecasting using tsibble |
Readings
| ๐ | tsibble object: Chp 2.1, Introduction | Required |
| ๐ | Tidy your data: Interactive tutorial | Optional |
| ๐ | Get good data out of bad spreadsheets | Optional |
| ๐ | Work with data: Interactive tutorial | Optional |