meteostat.TimeSeries

A class representing a time series of meteorological data.

• Type: Class
• Source Code: GitHub

The TimeSeries class provides access to weather or climate data for one or multiple weather stations. Time series objects are created through one of the granularity-specific interfaces:

• meteostat.hourly
• meteostat.daily
• meteostat.monthly
• meteostat.normals

Properties

Property	Description	Type
granularity	The time series's granularity.	Granularity
stations	Included weather stations.	DataFrame
start	Start date of the requested period.	datetime or None
end	End date of the requested period.	datetime or None
timezone	Time zone of the period and records (only hourly granularity).	str or None
parameters	Included meteorological parameters.	List[Parameter]
freq	The time series's frequency (e.g. 1h in case of hourly granularity).	str
empty	Is the time series empty?	bool
providers	Included data providers.	List[Provider]
licenses	Applicable licenses.	List[License]
attribution	The attribution/copyright string.	str
commercial	Can data be used for commercial purposes?	bool

Methods

• fetch - Fetch the actual weather/climate data
• count - Get the number of rows in the time series or by parameter
• completeness - Get the share of non-NaN values in the time series
• validate - Check if the time series passes all quality checks