A live demo of the Time Door API computing moving statistics on fast data streams
Here we simulate a fast data stream of 50 new data points per second. New data is sent to the Time Door API once per second to compute the Spectral Ratio within a moving window along the time series.
The Spectral Ratio is the ratio of the spectral density at low (0.05) to high frequency (0.5) and is associated with the dynamical phenomenon of rising memory that can be an early indicator of critical transitions.
● Streaming. Moving spectral ratio. Computation time: M = 0.00ms (SD = 0.00ms).