Time series operations

Back to: Index of transforms

Transforms in this section operate on a time series. Learn more about how to search for and add a transformation.

Linked time series sensor

Add a time series sensor object type (a time series attached to a root object).

Group to time series

Convert a group of dates/times and group of values to a time series.

Time series formula

Produce a time series using a formula.

Rolling aggregate

Compute an aggregate value over a rolling time window (such as a moving average).

Cumulative aggregate

Compute the cumulative aggregate of another time series.

Periodic aggregate

Compute the periodic aggregate of a time series.

Derivative

Plot the derivative of another time series.

Integral

Plot the integral of another time series.

Sample

Plot the sample of another time series.

Filter time series

Filter a time series to a specified time range, and/or filter on a specified condition.

Shift time series

Shift a time series forward or back by a specified duration.

Relative time series

Shift a time series relative to some point in time.

Union time series

Combine multiple time series by unioning them together.

Digital signal processing (DSP) filter

Transform a time series using a digital signal processing filter.

Segment transform

Compute bucketed values based on segments of your time series.

Time series scatter plot

Produce a scatter plot from two time series.

Time series regression

Create a linear, polynomial or exponential regression on a time series.

Scatter regression

Create a scatter plot of two time series against each other.

Time series group linear aggregation

Linearly aggregate a group of time series into a single time series.

Custom plot

Create a new plot with a custom color, title, and more.

Time series numeric aggregation

Returns an aggregation of an input time series (for example: min, max, average, sum) into a single number.

The available number aggregations are:

  • Sum
  • Average
  • Standard deviation
  • Maximum
  • Minimum
  • Relative difference
  • Difference
  • Product
  • Count
  • First point
  • Last point

Latest value for enum time series

Returns the most recent value for an enum time series.

Time series unit

Returns the value unit of the input time series.