observations

Series.observations

Get the observations associated with this series.

Returns:

A DataFrame containing the observations for this series.

Return type:

pd.DataFrame

Raises:

RuntimeError – If the client is not set for this Series.

Example

>>> seriess = fred_client.get_series("GNPCA")
>>> for series in seriess:
>>>     observations = series.observations
>>>     print(observations.head())
date       realtime_start realtime_end     value
1929-01-01     2025-02-13   2025-02-13  1202.659
1930-01-01     2025-02-13   2025-02-13  1100.670
1931-01-01     2025-02-13   2025-02-13  1029.038
1932-01-01     2025-02-13   2025-02-13   895.802
1933-01-01     2025-02-13   2025-02-13   883.847

Note: This property is meant for simple relational requests, for more complex queries use the client methods directly.