Is there software which allows for the exploration of a multi-dimensional time-series?
Example exploration
For this use case, assume I am monitoring traffic flow throughout a city. I want to see various traffic patterns and when they've happened before.
For example, given the following data series of cars/minute at the intersection of King & Union:
I want to select a specific period of time:
And I would get a list of previous times where this pattern occurred. Such as:
2016-02-01 9:00:00-10:00:00
2016-05-12 8:00:00-9:00:00
I can then translate the date-list and make more plots!
Additionally, I would like to be able to find where a pattern has previously occurred:
- At a different location (i.e. Queen and Bathurst)
- In a different metric (i.e. total number of red cars in the last hour, which would require some data manipulation to translate between the domains)
- Using multiple metrics (i.e. traffic at King & Union, as well as Queen & Bathurst between 1pm to 2pm, giving at 2-dimensional time-series)
Previously investigated products
Prometheus
Doesn't seem to have easy GUI-based querying enabled.
Azure Time-Series Explorer
Has a selectable GUI, but doesn't seem to satisfy the use cases illustrated above.
