ptype.Column module
- class ptype.Column.Column(series, p_t, p_z)
Bases:
object
- get_an_ratio()
Get proportion of unique values in the column which are considered ‘anomalous’.
- get_an_values()
Get a list of the values in the column which are considered ‘anomalous’.
- get_na_ratio()
Get proportion of unique values in the column which are considered ‘missing’.
- get_na_values()
Get a list of the values in the column which are considered ‘missing’.
- get_normal_ratio()
Get proportion of unique values in the column which are considered neither anomalous nor missing.
- get_normal_values()
Get list of all values in the column which are considered neither anomalous nor missing.
- inferred_type()
Get most likely inferred type for the column.
- reclassify(new_t)
Assign a different type to the column, and adjust the interpretation of missing/anomalous values accordingly.
- Parameters
new_t – the new type, which must be one of the types known to ptype.
- set_p_t_cat(t_hat, p_cat)