Statistical and regression analysis
Functions for statistical analysis and linear regression on time-series data
Counters and gauges
Functions for analyzing monotonic counters and gauge metrics
State tracking
Functions for tracking state transitions and system liveness over time
Time-weighted calculations
Calculate time-weighted summary statistics for unevenly sampled data
Percentile approximation
Estimate percentile values and percentile ranks using memory-efficient approximation algorithms
Approximate count distinct
Estimate the number of distinct values in a dataset, also known as cardinality estimation
Frequency analysis
Functions for analyzing the frequency of values in time-series data
Downsampling
Functions for downsampling time-series data to visualize trends while preserving visual similarity
Financial analysis
Perform analysis of financial asset data
Minimum and maximum
Find the smallest and largest values in a dataset
Saturating math
Perform saturating math operations on integers