manage_data

crowdkit.aggregation.utils.manage_data | Source code

manage_data(
    data: DataFrame,
    weights: Optional[Series] = None,
    skills: Optional[Series] = None
)

Parameters Description

Parameters	Type	Description
`data`	DataFrame	Workers' labeling results. A pandas.DataFrame containing `task`, `worker` and `label` columns.
`skills`	Optional[Series]	workers' skills. A pandas.Series index by workers and holding corresponding worker's skill

Crowd-Kit

Reference

Aggregation

Datasets

Learning

Metrics

Postprocessing