Map a function f over data with blocks of width 2:

Compute the 95^(th) quantile for windows of width 0.05:

Find a quartile envelope for blocks of size 10:

Aggregate a vector in blocks of 4 using a function f:

Find the two-year average for a list of time-value pairs:

Compute the maximum for width-10 segments of a TimeSeries :

Compute a width-10 median for TemporalData :

Compute a width-5 total for an EventSeries :

Compute a six-month variance for multiple paths simultaneously:

Aggregate over vector-valued data:

Componentwise width-5 range:

Visualize the range:

Aggregate over a time series involving quantities:

Use windows with width 2:

Equivalently:

Specify the window width in calendar time:

Average over windows spanning five days:

Specify a window width using Quantity :

Average over windows spanning two quarters:

Specify a mixed radix width:

Average over windows spanning three weeks and two days:

Larger windows smooth more:

Moving averages with increasing window width:

Align new times with the center of the windows:

Center alignment is used by default:

Align new times with the right side of the windows:

Align new times with the left side of the windows:

Compare window alignments:

The values are all equivalent:

The times are not:

A visual comparison:

Identify periods of high volatility in the S&P 500:

Five-year standard deviation:

Annual interquartile range:

Two-year range:

Visualize the growth of labor force in California based on monthly data:

Aggregate the data yearly: