Types of transformations
In univariate time series data, there are mainly four main types of transformations, that are used to make our data fit for model building.
They are :
- Power Transform
- Difference Transform
- Standardization
- Normalization
Time Series Data Transformation using Python
Time series data transformation is a crucial step in time series analysis and forecasting, it involves converting raw time series data into a format that is suitable for analysis and modelling. In this article, we will see how we can use time series data transformation, which will be beneficial to our analysis.