# pharmaverseadam.to_dict()


Every ADaM dataset loaded at once, keyed by name.


Usage

``` python
pharmaverseadam.to_dict()
```


Reads the whole collection, so prefer the lazy attributes (e.g. [pharmaverseadam.adsl](pharmaverseadam.adsl.md#pharmadata.pharmaverseadam.adsl)) when only a few datasets are needed. Honors the active output format: with `output_format="pandas"` the values are pandas DataFrames.


## Returns


`dict[str, pa.Table | pl.DataFrame | pd.DataFrame]`  
One entry per dataset, mapping each dataset name to its frame in the active output format.


## Examples

``` python
>>> "adsl" in pharmaverseadam.to_dict()
True
```