Icon

03_​Example_​of_​Moving_​Average_​and_​Aggregation

Example of Moving Average and Aggregation
Analysis of the trend behaviour of SWISFUS This workflow demonstrates functionality of the Moving Average and Moving Aggregation nodes applied to the analysis of financialtime series. The dataset contains information on daily US dollar rates. Cumulative Moving Aggregation - Cumulative mean of SWISFUS - Manual column selection Rolling volatility analysis of SWISFUS - Rolling variances of dollar rates - Window length is set to 5, corresponing to 1 week - Type Based column selection Moving Average - Exponential Moving Average of SWISFUS - Window length is set to 5 corresponing to 1 week Simple ExponentialUS dollar ratesVarianceChange type data columnCumulative meanCum. mean &original seriesVolatility SWISFUSExponential MA &original series Moving Average Table Reader Moving Aggregation String to Date&Time Moving Aggregation Line Plot Line Plot Line Plot Analysis of the trend behaviour of SWISFUS This workflow demonstrates functionality of the Moving Average and Moving Aggregation nodes applied to the analysis of financialtime series. The dataset contains information on daily US dollar rates. Cumulative Moving Aggregation - Cumulative mean of SWISFUS - Manual column selection Rolling volatility analysis of SWISFUS - Rolling variances of dollar rates - Window length is set to 5, corresponing to 1 week - Type Based column selection Moving Average - Exponential Moving Average of SWISFUS - Window length is set to 5 corresponing to 1 week Simple ExponentialUS dollar ratesVarianceChange type data columnCumulative meanCum. mean &original seriesVolatility SWISFUSExponential MA &original series Moving Average Table Reader Moving Aggregation String to Date&Time Moving Aggregation Line Plot Line Plot Line Plot

Nodes

Extensions

Links

Download

To use this workflow in KNIME, download it from the below URL and open it in KNIME:

Download Workflow
Created by: daria.liakh
Created at: 2022-08-11
On NodePit since: 2022-10-01
Last update: 2024-05-03
Created with KNIME version: v4.6.2
Tags: moving averagemoving aggregationtime series

Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.

Try NodePit Runner!