[D] Creating clusters from spatial/time series data
Hi guys, could you point me in the right directions, or at least tell me something like this isn’t (easily) doable.
I have data containing several months worth of langitude/longitude coordinates of signals, all within a relatively small area. Data is such that time component has granularity of 10 minutes, meaning that if a signal is in that area and moving, it’s location will be reported every 10 minutes so I can kinda see some moving patterns with simulation, where a particular signals enters the area and where it exits it.
There aren’t many signals in general, however it can sometime occur that 2 or more signals shows up in different parts of the area, with their own moving patterns.
I would like to create several clusters without having any prior labels, such that I could group together similar signals, for example every Monday morning some signals enters at approximately northwest, makes a clockwise circle, and exits at southeast.