This function calculates several summary statistics for time series data. The function calculates the following metrics for all key combinations:
mean
: Arithmetic mean
median
: Median (p50)
mode
: Mode
sd
: Standard deviation
p0
: Minimum
p25
: 25%-Quantile
p75
: 75%-Quantile
p100
: Maximum
skewness
: Skewness
kurtosis
: Kurtosis
summarise_stats(.data, context)
A tibble
in long format containing time series data.
A named list
with the identifiers for seried_id
, value_id
and index_id
.
data A tibble containing the summary statistics.