fred_series
Get data by series ID from FRED.
Examples
from openbb import obb
obb.economy.fred_series(symbol='NFCI', provider='fred')
# Multiple series can be passed in as a list.
obb.economy.fred_series(symbol='NFCI,STLFSI4', provider='fred')
# Use the `transform` parameter to transform the data as change, log, or percent change.
obb.economy.fred_series(symbol='CBBTCUSD', transform=pc1, provider='fred')
Parameters
- standard
- fred
- intrinio
symbol: str | list[str]
Symbol to get data for. Multiple items allowed for provider(s): fred.
start_date: date | str
Start date of the data, in YYYY-MM-DD format.
end_date: date | str
End date of the data, in YYYY-MM-DD format.
limit: int
Default: 100000
The number of data entries to return.
symbol: str | list[str]
Symbol to get data for. Multiple items allowed for provider(s): fred.
start_date: date | str
Start date of the data, in YYYY-MM-DD format.
end_date: date | str
End date of the data, in YYYY-MM-DD format.
limit: int
Default: 100000
The number of data entries to return.
frequency: Literal['a', 'q', 'm', 'w', 'd', 'wef', 'weth', 'wew', 'wetu', 'wem', 'wesu', 'wesa', 'bwew', 'bwem']
Description
Frequency aggregation to convert high frequency data to lower frequency.
None = No change
a = Annual
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
aggregation_method: Literal['avg', 'sum', 'eop']
Default: eop
Description
A key that indicates the aggregation method used for frequency aggregation.
This parameter has no affect if the frequency parameter is not set.
avg = Average
sum = Sum
eop = End of Period
transform: Literal['chg', 'ch1', 'pch', 'pc1', 'pca', 'cch', 'cca', 'log']
Description
Transformation type
None = 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
symbol: str | list[str]
Symbol to get data for. Multiple items allowed for provider(s): fred.
start_date: date | str
Start date of the data, in YYYY-MM-DD format.
end_date: date | str
End date of the data, in YYYY-MM-DD format.
limit: int
Default: 100000
The number of data entries to return.
all_pages: bool
Default: False
Returns all pages of data from the API call at once.
sleep: float
Default: 1.0
Time to sleep between requests to avoid rate limiting.
Returns
results: list[FredSeries]
Serializable results.
provider: Optional[Literal['fred', 'intrinio']]
Provider name.
warnings: Optional[list[Warning_]]
list of warnings.
chart: Optional[Chart]
Chart object.
extra: dict[str, Any]
Extra info.
Data
- standard
- fred
- intrinio
date: date | str
The date of the data.
date: date | str
The date of the data.
date: date | str
The date of the data.
value: float
Value of the index.