Hydrognomon is free software
for time series analysis

(but it is unsupported; see the first question in the faq)

Display time series in tables and graphs

Time series aggregation

Statistical analysis and Monte Carlo confidence intervals

Histograms and fit of probability density functions

Double-mass curve for homogeneity restoration

Precipitation variogram

Wind rose chart

Hydrometry