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Time Alignment & Visualization

Workflow

Anomaly Detection: Time Alignment - Read 28 data files: amplitudes organized by time and frequency (FFT results) - calculate average amplitudes into frequency bins: one time series for each frequency bin - perform time alignment - write output data to CSV file AlignedData.csv - various visualizations Visualization Techniques Open metanode "Read all Data" to change input files folder pathRead 28data filesFFT resultsamplitude, frequency, timealign all column valuesto correct datetimeseries ofcolumn mergerand joinernodeswriting toAlignedData.csvcorrelation mapof a sample with its pastcorrelation map of a sample with samples at the same timefrom other seriesScatter Matrixon 3 colored time windowline plotsfrequency vs. timeheatmapRead all data Time Alignment CSV Writer auto-correlationmaps Correlation Maps Scatter Matrix Line Plot HeatMap Anomaly Detection: Time Alignment - Read 28 data files: amplitudes organized by time and frequency (FFT results) - calculate average amplitudes into frequency bins: one time series for each frequency bin - perform time alignment - write output data to CSV file AlignedData.csv - various visualizations Visualization Techniques Open metanode "Read all Data" to change input files folder pathRead 28data filesFFT resultsamplitude, frequency, timealign all column valuesto correct datetimeseries ofcolumn mergerand joinernodeswriting toAlignedData.csvcorrelation mapof a sample with its pastcorrelation map of a sample with samples at the same timefrom other seriesScatter Matrixon 3 colored time windowline plotsfrequency vs. timeheatmapRead all data Time Alignment CSV Writer auto-correlationmaps Correlation Maps Scatter Matrix Line Plot HeatMap

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Nodes

Time Alignment & Visualization consists of the following 149 nodes(s):

Plugins

Time Alignment & Visualization contains nodes provided by the following 4 plugin(s):