metobs_toolkit.Dataset.get_analysis#

Dataset.get_analysis(add_gapfilled_values=False)[source]#

Create an Analysis instance from the Dataframe.

Parameters:: add_gapfilled_values (bool, optional) – If True, all filled values (from gapfill and missing observation fill), are added to the analysis records aswell. The default is False.
Returns:: The Analysis instance of the Dataset.
Return type:: metobs_toolkit.Analysis

Examples

>>> import metobs_toolkit
>>>
>>> # Import data into a Dataset
>>> dataset = metobs_toolkit.Dataset()
>>> dataset.update_settings(
...                         input_data_file=metobs_toolkit.demo_datafile,
...                         input_metadata_file=metobs_toolkit.demo_metadatafile,
...                         template_file=metobs_toolkit.demo_template,
...                         )
>>> dataset.import_data_from_file()
>>> dataset.coarsen_time_resolution(freq='1H')
>>>
>>> # Create an Analysis from the dataset
>>> analysis = dataset.get_analysis()
>>> analysis
Analysis instance containing:
     *28 stations
     *['temp', 'humidity', 'radiation_temp', 'pressure', 'pressure_at_sea_level', 'precip', 'precip_sum', 'wind_speed', 'wind_gust', 'wind_direction'] observation types
     *10080 observation records
     ...