How to Perform Gender Bias Analysis using DataLab

DataLab can be used for quantify the proportion of male words (or entities) to female words (or entities) given a dataset.

To perform this type of analysis:

1. Dataset Selection

You just need to choose a dataset and click the right mouse button, and choose analysis -> bias, then you will enter into a page designed for bias analysis

2. Choose the gender bias option in the drop-down box

As shown below, different colors represent the proportions of samples with male words and female words.