Dataset¶

Dataset encapsulates a dataset in to be analyzed or anonymized using ARXaaS

class pyarxaas.models.dataset.Dataset(data: list, attribute_types: collections.abc.Mapping = None)[source]¶

Understand tabular data containing personal data.

describe()[source]¶

Prints a description of the Dataset to stdout

Returns:	None

classmethod from_dict(dictionary)[source]¶

Create Dataset from a python dictionary

Parameters:	dictionary – Mapping object to create Dataset from
Returns:	Dataset

classmethod from_pandas(dataframe: pandas.core.frame.DataFrame)[source]¶

Create a Dataset from a pandas DataFrame

Parameters:	dataframe – pandas Dataframe
Returns:	Dataset

set_attribute_type(attribute_type: pyarxaas.models.attribute_type.AttributeType, *attributes)[source]¶

Set AttributeType for a collection of attributes

Parameters:	attributes – collection of attributes in the dataset attribute_type – AttributeType for the attributes
Returns:	None

set_hierarchy(attribute, hierarchy)[source]¶

Set hierarchy for a attribute in the Dataset

Parameters:	attribute – attribute in the Dataset hierarchy – to be applied to the attribute
Returns:	None

to_dataframe() → pandas.core.frame.DataFrame[source]¶

Create pandas DataFrame of the Dataset

Returns:	pandas.DataFrame