economic.FredHelpers#

Methods#

datestring_validation(param)

Helper method to validate date-string formatted parameters.

datestring_validation_async(param)

Helper method to validate date-string formatted parameter asynchronously.

datetime_conversion(param)

Helper method to convert a datetime object to a string in YYYY-MM-DD format.

datetime_conversion_async(param)

Helper method to convert a datetime object to a string in YYYY-MM-DD format asynchronously.

datetime_hh_mm_conversion(param)

Helper method to convert a datetime object to a string in HH:MM format.

datetime_hh_mm_conversion_async(param)

Helper method to convert a datetime object to a string in HH:MM format asynchronously.

extract_region_type(response)

Helper method to extract the region type from a GeoFred response dict.

extract_region_type_async(response)

Helper method to extract the region type from a GeoFred response dictionary asynchronously.

geo_parameter_validation(params)

Helper method to validate parameters prior to making a get request.

geo_parameter_validation_async(params)

Helper method to validate parameters prior to making a get request.

hh_mm_datestring_validation(param)

Helper method to validate hh:mm formatted parameters.

hh_mm_datestring_validation_async(param)

Helper method to validate hh:mm formatted parameters asynchronously.

liststring_conversion(param)

Helper method to convert a list of strings to a semicolon-separated string.

liststring_conversion_async(param)

Helper method to convert a list of strings to a semicolon-separated string asynchronously.

liststring_validation(param)

Helper method to validate list-string formatted parameters.

liststring_validation_async(param)

Helper method to validate list-string formatted parameters asynchronously.

parameter_validation(params)

Helper method to validate parameters prior to making a get request.

parameter_validation_async(params)

Helper method to validate parameters prior to making a get request asynchronously.

pd_frequency_conversion(frequency)

Convert fedfred native frequency strings to pandas compatible ones.

pd_frequency_conversion_async(frequency)

Asynchronously convert fedfred native frequency strings to pandas compatible ones.

to_dd_df(data)

Helper method to convert a FRED observation dictionary to a Dask DataFrame.

to_dd_df_async(data)

Helper method to convert a FRED observation dictionary to a Dask DataFrame asynchronously.

to_dd_gpd_gdf(shapefile, meta_data)

Helper method to convert a FRED observation dictionary to a Dask GeoPandas GeoDataFrame.

to_dd_gpd_gdf_async(shapefile, meta_data)

Helper method to convert a FRED observation dictionary to a Dask GeoPandas GeoDataFrame asynchronously.

to_gpd_gdf(shapefile, meta_data)

Helper method to convert a fred observation dictionary to a GeoPandas GeoDataFrame.

to_gpd_gdf_async(shapefile, meta_data)

Helper method to convert a FRED observation dictionary to a GeoPandas GeoDataFrame asynchronously.

to_pd_df(data)

Helper method to convert a fred observation dictionary to a Pandas DataFrame.

to_pd_df_async(data)

Helper method to convert a FRED observation dictionary to a Pandas DataFrame asynchronously.

to_pd_series(data, name)

Accepts a Series or a DataFrame with 'date' and 'value' columns and returns a float Series with DatetimeIndex and the given name.

to_pd_series_async(data, name)

Asynchronously accepts a Series or a DataFrame with 'date' and 'value' columns (fedfred style) and returns a float Series with DatetimeIndex and the given name.

to_pl_df(data)

Helper method to convert a fred observation dictionary to a Polars DataFrame.

to_pl_df_async(data)

Helper method to convert a FRED observation dictionary to a Polars DataFrame asynchronously.

to_pl_st_gdf(shapefile, meta_data)

Helper method to convert a FRED observation dictionary to a Polars GeoDataFrame.

to_pl_st_gdf_async(shapefile, meta_data)

Helper method to convert a FRED observation dictionary to a Polars GeoDataFrame asynchronously.

vintage_dates_type_conversion(param)

Helper method to convert a vintage_dates parameter to a string.

vintage_dates_type_conversion_async(param)

Helper method to convert a vintage_dates parameter to a string asynchronously.

vintage_dates_validation(param)

Helper method to validate vintage_dates parameters.

vintage_dates_validation_async(param)

Helper method to validate vintage_dates parameters asynchronously.