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docs(demo/signal-processing): Improve demo docs
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NickLarsenNZ committed Feb 27, 2025
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Expand Up @@ -138,14 +138,14 @@ There are two located in the "Stackable Data Platform" folder.

=== Measurements

This is the original data. The first graph plots two measurments (`r1`, `r2`), together with the model scores (`r1_score`, `r2_score`, `r1_score_lttb`).#
The _Gas measurements_ dashboard shows the original data. The first graph plots two measurments (`r1`, `r2`), together with the model scores (`r1_score`, `r2_score`, `r1_score_lttb`).#
These are superimposed on each other for ease of comparison.

image::signal-processing/measurements.png[]

=== Predictions

In this second dashboard the predictions for all r-values are plotted: the top graph takes an average across all measurements, with a threshold marked as a red line across the top.
The _Spectral Residuals_ dashboard shows the predictions for all r-values are plotted: the top graph takes an average across all measurements, with a threshold marked as a red line across the top.
This can be used for triggering email alerts.
Underneath the individual r-values are plotted, firstly as raw data and then the same using downsampling.
Downsampling uses a built-in Timescale extension to significantly reduce the number of data plotted while retaining the same overall shape.
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