Time Series
This directory contains 17 workflows.
Inspect Seasonality
This component calculates autocorrelation with Pearson Correlation for lagged copies of time series. Additionally, it produces an interactive view that […]
Remove Seasonality
Removes seasonality trend in input data. Required extensions: KNIME Quick Forms […]
Return Seasonality
Re-add seasonality back into the input data. Required extensions: KNIME Quick Forms […]
SARIMA Learner
Trains a Seasonal AutoRegressive Integrated Moving Average (SARIMA) model. SARIMA models capture temporal structures in time series data in the following […]
SARIMA Predictor
Computes predictions from an estimated Seasonal AutoRegressive Integrated Moving Average (SARIMA) model. Two types of predictions are computed: 1. […]
Spark Lag Column
This component copies column values from preceding rows into the current row in a Spark DataFrame/RDD. The component can be used to - make a copy of the […]
Timestamp Alignment
This component checks whether the selected timestamp column is uniformly sampled in the selected time scale. Missing values will be inserted at skipped […]