metobs_toolkit.analysis.Analysis#

class Analysis(Dataholder: Dataset | Station)[source]#

Analysis class for handling and analyzing meteorological data from a Dataset or Station.

Parameters:: Dataholder (Union[Dataset, Station]) – The data source to initialize the analysis object. It can either be a Dataset or a Station object.

fulldf#

A wide-format DataFrame containing the main data and time derivatives.

metadf#

Metadata associated with the data.

Methods

`__init__`(Dataholder)
`aggregate_df`([obstype, agg, method])	Aggregate all 'values' to specific groups and return the resulting DataFrame.
`apply_filter_on_metadata`(filter_string)	Apply a filter expression to the metadata and update the records accordingly.
`apply_filter_on_records`(filter_string)	Apply a filter expression to the records.
`get_info`([printout])	Provides information about the Analysis instance, including the number of records, observation types, metadata columns, station names, and known time derivatives.
`get_tz`()	Retrieve the timezone information of the 'datetime' index.
`plot_diurnal_cycle`([obstype, colorby, ...])	Plot the diurnal cycle of a specified observation type, grouped by a given category.
`plot_diurnal_cycle_with_reference_station`(...)	Plot the diurnal cycle of differences between observations and a reference station.
`subset_period`(startdt, enddt)	Subset the DataFrame to a specific time period.

Attributes

`df`	Analysis DataFrame constructor.