Fred Regional

---

Implementation details

Class names

Model name	Parameters class	Data class
FredRegional	FredRegionalQueryParams	FredRegionalData

Import Statement

from openbb_core.provider.standard_models. import (
FredRegionalData,
FredRegionalQueryParams,
)

---

Parameters

• standard
• fred

Name	Type	Description	Default	Optional
symbol	str	Symbol to get data for.		False
start_date	Union[date, str]	Start date of the data, in YYYY-MM-DD format.	None	True
end_date	Union[date, str]	End date of the data, in YYYY-MM-DD format.	None	True
limit	int	The number of data entries to return.	100000	True
provider	Literal['fred']	The provider to use for the query, by default None. If None, the provider specified in defaults is selected or 'fred' if there is no default.	fred	True

Name	Type	Description	Default	Optional
symbol	str	For this function, it is the series_group ID or series ID. If the symbol provided is for a series_group, set the is_series_group parameter to True. Not all series that are in FRED have geographical data.		False
start_date	Union[date, str]	Start date of the data, in YYYY-MM-DD format.	None	True
end_date	Union[date, str]	End date of the data, in YYYY-MM-DD format.	None	True
limit	int	The number of data entries to return.	100000	True
provider	Literal['fred']	The provider to use for the query, by default None. If None, the provider specified in defaults is selected or 'fred' if there is no default.	fred	True
is_series_group	bool	When True, the symbol provided is for a series_group, else it is for a series ID.	False	True
region_type	Literal['bea', 'msa', 'frb', 'necta', 'state', 'country', 'county', 'censusregion']	The type of regional data. Parameter is only valid when is_series_group is True.	None	True
season	Literal['SA', 'NSA', 'SSA']	The seasonal adjustments to the data. Parameter is only valid when is_series_group is True.	NSA	True
units	str	The units of the data. This should match the units returned from searching by series ID. An incorrect field will not necessarily return an error. Parameter is only valid when is_series_group is True.	None	True
frequency	Literal['d', 'w', 'bw', 'm', 'q', 'sa', 'a', 'wef', 'weth', 'wew', 'wetu', 'wem', 'wesu', 'wesa', 'bwew', 'bwem']	Frequency aggregation to convert high frequency data to lower frequency. Parameter is only valid when is_series_group is True. a = Annual sa= Semiannual q = Quarterly m = Monthly w = Weekly d = Daily wef = Weekly, Ending Friday weth = Weekly, Ending Thursday wew = Weekly, Ending Wednesday wetu = Weekly, Ending Tuesday wem = Weekly, Ending Monday wesu = Weekly, Ending Sunday wesa = Weekly, Ending Saturday bwew = Biweekly, Ending Wednesday bwem = Biweekly, Ending Monday	None	True
aggregation_method	Literal['avg', 'sum', 'eop']	A key that indicates the aggregation method used for frequency aggregation. This parameter has no affect if the frequency parameter is not set. Only valid when is_series_group is True. avg = Average sum = Sum eop = End of Period	avg	True
transform	Literal['lin', 'chg', 'ch1', 'pch', 'pc1', 'pca', 'cch', 'cca', 'log']	Transformation type. Only valid when is_series_group is True. lin = Levels (No transformation) chg = Change ch1 = Change from Year Ago pch = Percent Change pc1 = Percent Change from Year Ago pca = Compounded Annual Rate of Change cch = Continuously Compounded Rate of Change cca = Continuously Compounded Annual Rate of Change log = Natural Log	lin	True

---

Data

• standard
• fred

Name	Type	Description
date	date	The date of the data.

Name	Type	Description
date	date	The date of the data.
region	str	The name of the region.
code	Union[str, int]	The code of the region.
value	Union[int, float]	The obersvation value. The units are defined in the search results by series ID.
series_id	str	The individual series ID for the region.