Hey Phil, you mentioned in another thread that you were encoding “time of day” and “day of week” semantics into your date encoding. If you are sending data in at 1Hz, it may be possible that this data rate will not represent daily or weekly anomalies because of the high resolution of the data stream. This leads me to questions about your data.
What does your data represent? Are there normally occurring daily or weekly patterns in your data that you can discern yourself when you plot it out?