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Plotting and Preprocessing
5.1
Plotting and Preprocessing
In this section
5 articles
5.10.1
Check Dataset
First steps when receiving a new time series dataset: inspect the index, frequency, missing timestamps, basic …
Beginner
3 min
5.10.2
Impact of Trends
Time-series data changes its waveform over time, but it may increase or decrease over time. Such gradual, …
Beginner
3 min
5.10.3
Trend & Periodicity
Time-series data are sometimes considered to be composed of seasonality, trend components, and residuals, and …
Intermediate
3 min
5.10.4
Box-Cox transformation
Pre-processing may be required to analyze time series data using a model. This is because time series models …
Intermediate
2 min
5.10.5
Adjustment
Sometimes data affected by the value of money need to be adjusted before analysis.
Intermediate
3 min