Fair Data Collection Practices

Collect data fairly upstream so the model has a chance. Learn participatory design with affected communities, consent and incentives for sensitive-attribute collection, fair compensation for data labour, source-of-truth diversity, contractor diversity, the data-collection ethics review, and ROPA disclosure of fairness-related collection.